pak::pak("christelinda-laureijs/patchclampplotteR")
libraries I might need
library(patchclampplotteR)
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(ggplot2)
library(ggsignif)
library(ggtext)
library(ggforce)
library(ggpubr)
library(here)
## here() starts at /Users/ruby/Documents/github/honours
Importing Cell Characteristics
cell_characteristics <- import_cell_characteristics_df("Data/Cell-Characteristics.csv")
## Warning: There were 14 warnings in `dplyr::mutate()`.
## The first warning was:
## ℹ In argument: `R_a = lapply(stringr::str_split(.data$R_a, pattern = ", "), FUN
## = as.numeric)`.
## Caused by warning in `lapply()`:
## ! NAs introduced by coercion
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 13 remaining warnings.
cell_characteristics
## letter cell sex X Y age animal synapses treatment category
## 1 RMA3 2.1.2 Female 154.36 558.85 32 2 Glutamate Control 2
## 2 RMA4 2.2.1 Female 484.66 478.04 32 2 Glutamate Control 2
## 3 LS1 Female NA NA NA NA Glutamate Control 1
## 4 LS2 Female NA NA NA NA Glutamate Control 1
## 5 LS3 Female NA NA NA NA Glutamate Control 1
## 6 LS4 Female NA NA NA NA Glutamate Control 1
## 7 LS5 Female NA NA NA NA Glutamate Control 1
## 8 LS6 Female NA NA NA NA Glutamate Control 1
## 9 LS7 Female NA NA NA NA Glutamate Control 1
## 10 LS8 Female NA NA NA NA Glutamate Control 1
## 11 LS9 Female NA NA NA NA Glutamate Control 1
## 12 LS10 Female NA NA NA NA Glutamate Control 1
## 13 RMA1 1.1.3 Female NA NA 30 1 Glutamate Control 2
## 14 RMA2 1.2.1 Female 221.02 214.89 30 1 Glutamate Control 2
## 15 RMA6 3.2.2 Female 92.98 382.40 39 3 Glutamate Control 2
## 16 RMA8 4.2.4 Female 175.42 348.28 30 4 Glutamate Control 2
## 17 RMA9 5.1.5 Female 229.95 496.08 36 5 Glutamate Control 2
## 18 RMA10 5.2.1 Female 233.32 376.26 36 5 Glutamate Control 2
## 19 RMA1A 5.4.1 Female 129.81 428.13 36 5 Glutamate AM251 2
## 20 RMA2A 6.1.5 Female 253.47 471.10 38 6 Glutamate AM251 2
## 21 RMA3A 7.1.5 Female 157.89 227.59 39 7 Glutamate AM251 2
## 22 RMA4A 7.2.1 Female 175.59 350.82 39 7 Glutamate AM251 2
## 23 RMA5A 7.4.1 Female 203.49 652.84 39 7 Glutamate AM251 2
## 24 RMA6A 7.5.1 Female 248.21 505.27 39 7 Glutamate AM251 2
## 25 SW1_MA1 Male NA NA NA NA Glutamate Control 2
## 26 SW2_MA2 Male NA NA NA NA Glutamate Control 2
## 27 SW3_MA3 Male NA NA NA NA Glutamate Control 2
## 28 SW4_MA4 Male NA NA NA NA Glutamate Control 2
## 29 SW5_MA5 Male NA NA NA NA Glutamate Control 2
## 30 TW1_MA6 Male NA NA NA NA Glutamate Control 2
## 31 TW2_MA7 Male NA NA NA NA Glutamate Control 2
## 32 TW3_MA8 Male NA NA NA NA Glutamate Control 2
## 33 RMR1 1.1.6 Female 89.46 552.54 32 NA Glutamate Control 3
## 34 SW6_MN1 Male NA NA NA NA Glutamate Control 1
## 35 SW7_MN2 Male NA NA NA NA Glutamate Control 1
## 36 SW8_MN3 Male NA NA NA NA Glutamate Control 1
## 37 SW9_MN4 Male NA NA NA NA Glutamate Control 1
## 38 SW10_MN5 Male NA NA NA NA Glutamate Control 1
## 39 TM1_MN6 Male NA NA NA NA Glutamate Control 1
## 40 TM2_MN7 Male NA NA NA NA Glutamate Control 1
## 41 TM3_MN8 Male NA NA NA NA Glutamate Control 1
## 42 TM4_MN9 Male NA NA NA NA Glutamate Control 1
## 43 TM5_MN10 Male NA NA NA NA Glutamate Control 1
## 44 MN11 Male NA NA NA NA Glutamate Control 1
## 45 MN12 Male NA NA NA NA Glutamate Control 1
## 46 MN13 Male NA NA NA NA Glutamate Control 1
## 47 RMR2 2.2.5 Female 69.31 315.97 39 NA Glutamate Control 3
## 48 RMR4 3.2.2 Female 240.34 713.92 30 NA Glutamate Control 3
## 49 RMR5 3.3.1 Female 124.54 352.66 30 NA Glutamate Control 3
## 50 RMR3 2.3.1 Female 57.01 471.88 39 NA Glutamate Control 3
## 51 RMR6 5.2.1 Female 149.98 349.97 30 NA Glutamate Control 3
## 52 RMA9A 9.1.2 Female 120.16 228.09 37 9 Glutamate AM251 2
## 53 RMA10A 9.3.4 Female 234.18 615.70 37 9 Glutamate AM251 2
## 54 MR1 Male NA NA NA NA Glutamate Control 3
## 55 MR2 Male NA NA NA NA Glutamate Control 3
## 56 MR3 Male NA NA NA NA Glutamate Control 3
## 57 MR4 Male NA NA NA NA Glutamate Control 3
## 58 MR5 Male NA NA NA NA Glutamate Control 3
## 59 MR6 Male NA NA NA NA Glutamate Control 3
## 60 MR7 Male NA NA NA NA Glutamate Control 3
## 61 MR8 Male NA NA NA NA Glutamate Control 3
## 62 MR9 Male NA NA NA NA Glutamate Control 3
## 63 MR10 Male NA NA NA NA Glutamate Control 3
## 64 MR11 Male NA NA NA NA Glutamate Control 3
## 65 MR12 Male NA NA NA NA Glutamate Control 3
## 66 MR13 Male NA NA NA NA Glutamate Control 3
## 67 RMA7A 8.1.4 Female 41.26 262.25 30 8 Glutamate AM251 2
## 68 RMA8A 8.4.1 Female 234.17 572.72 30 8 Glutamate AM251 2
## 69 RMR8 7.5.1 Female 101.74 436.00 32 NA Glutamate Control 3
## 70 RMR9 8.1.2 Female 218.39 539.24 39 9 Glutamate Control 3
## 71 RMR10 8.5.2 Female 229.80 446.26 39 9 Glutamate Control 3
## R_a
## 1 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 2 1.9, 2.2, 2.4, 2.8, 3.2
## 3 0
## 4 0
## 5 0
## 6 0
## 7 0
## 8 0
## 9 0
## 10 0
## 11 0
## 12 0
## 13 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 14 2.2, 2.1, 2.3, 2.6, 0.0, 4.0
## 15 1.5, 1.6, 1.8, 2.1, 2.1, 5.1
## 16 1.4, 1.5, 1.6, 1.7, 1.8, 1.8
## 17 2.1, 2.2, 2.2, 2.2, 2.2, 2.3
## 18 1.7, 1.7, 1.8, 1.8, 1.8, 1.9
## 19 1.2, 1.2, 1.2, 1.2, 1.2, 1.2
## 20 1.4, 1.5, 1.6, 1.6, 1.9, 1.9
## 21 1.8, 1.9, 1.8, 1.7, 1.7, 1.8
## 22 1.7, 1.8, 1.7, 1.7, 1.8, 1.7, 1.8
## 23 1.3, 1.3, 1.3, 1.1, 1.1, 1.1
## 24 1.4, 1.4, 1.5, 1.5, 1.5, 1.6
## 25 1.6, 0.0, 0.0, 1.9, 0.0, 3.3, 3.3
## 26 1.5, 1.4, 1.4, 1.5, 1.4, 1.5, 1.5, 1.4
## 27 1.8, 1.4, 1.4, 1.4, 1.4, 1.4, 1.2, 1.1
## 28 0
## 29 0
## 30 0.0, 1.6, 0.0
## 31 2.7, 2.7, 2.9, 2.7, 2.7
## 32 2.6, 2.5, 2.7, 2.6, 2.6
## 33 2.3, 2.1, 2.1, 2.2, 2.4, 2.4
## 34 0
## 35 0
## 36 0
## 37 0
## 38 0
## 39 1.6, 1.6, 1.5, 1.5, 1.4
## 40 1.1, 1.6, 2.3
## 41 2.9, 1.3, 1.3, 1.3, 1.4, 1.4, 0.0
## 42 0, 48, 20, 40, 91, 28, 0
## 43 2.7, 2.2, 0.0, 0.0, 0.0
## 44 1.6, 1.8, 1.7, 1.8, 1.8, 1.8, 1.9, 3.0
## 45 0.0, 6.0, 6.3, 6.4, 7.1, 0.0
## 46 1.6, 2.0, 2.3, 2.1, 2.3, 2.3
## 47 0
## 48 1.9, 2.0, 2.1, 2.1, 2.1, 2.3
## 49 1.2, 1.3, 1.3, 1.4, 1.4
## 50 1.9, 1.9, 2.0, 2.0, 2.0, 2.0, 2.0
## 51 2, 2, 2, 2, 2
## 52 1.2, 1.2, 1.2, 1.2, 1.2, 1.2
## 53 2.3, 2.1, 2.3, 2.3, 2.2, 2.3
## 54 0
## 55 0
## 56 0
## 57 0
## 58 0
## 59 0
## 60 5.8, 6.7, 7.0, 7.6, 7.7, 0.0
## 61 8.7, 11.4, 13.3, 12.5, 12.8, 10.1, 9.3, 9.2, 9.8, 11.9, 0.0
## 62 2.6, 5.2, 2.6, 2.7, 2.8, 3.1, 3.3, 0.0
## 63 2.5, 2.9, 2.9, 3.4, 3.5, 3.9
## 64 8.4, 2.0, 7.5, 8.8, 2.2, 0.0, 0.0
## 65 5.7, 14.4, 16.2, 11.7, 11.7, 15.0, 12.9, 0.0
## 66 9.6, 9.4, 2.7, 2.5, 2.9, 3.1, 0.0
## 67 1.7, 1.8, 1.8, 1.9, 2.3, 2.1
## 68 1.5, 1.5, 1.4, 1.4, 2.0, 1.9
## 69 1.1, 1.2, 1.2, 1.1, 1.1, 1.1
## 70 0.0, 1.3, 1.4, 1.4, 1.4, 1.5, 1.6
## 71 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## Notes
## 1 flow rate very low, suction stopping intermittently during all recording
## 2 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15 currents go down before Ra does so the 5.1 isn't concerning
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33 currents go down before Ra increases
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 50
## 51
## 52
## 53
## 54
## 55
## 56
## 57
## 58
## 59
## 60
## 61
## 62
## 63
## 64
## 65
## 66
## 67 currents go down before Ra increases
## 68 currents go down before Ra increases
## 69
## 70
## 71
## days_alone
## 1 1
## 2 1
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13 1
## 14 1
## 15 1
## 16 0
## 17 0
## 18 0
## 19 0
## 20 0
## 21 1
## 22 1
## 23 1
## 24 1
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33 5 (on purpose)
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 50
## 51
## 52 0
## 53 0
## 54
## 55
## 56
## 57
## 58
## 59
## 60
## 61
## 62
## 63
## 64
## 65
## 66
## 67 0
## 68 0
## 69
## 70 1
## 71 1
## animal_or_slicing_problems
## 1
## 2
## 3
## 4
## 5
## 6
## 7
## 8
## 9
## 10
## 11
## 12
## 13
## 14
## 15
## 16
## 17
## 18
## 19
## 20
## 21
## 22
## 23
## 24
## 25
## 26
## 27
## 28
## 29
## 30
## 31
## 32
## 33
## 34
## 35
## 36
## 37
## 38
## 39
## 40
## 41
## 42
## 43
## 44
## 45
## 46
## 47
## 48
## 49
## 50
## 51
## 52 acute animal 9 was fasted from like 10:30 to 2:30 on Monday but mostly asleep and easily reintergrated with the others
## 53 acute animal 9 was fasted from like 10:30 to 2:30 on Monday but mostly asleep and easily reintergrated with the others
## 54
## 55
## 56
## 57
## 58
## 59
## 60
## 61
## 62
## 63
## 64
## 65
## 66
## 67
## 68
## 69
## 70
## 71
Importing Sheet with Raw Evoked Current Data
eEPSC_data <- read.csv("Data/new_raw_eEPSC.csv")
## Warning in read.table(file = file, header = header, sep = sep, quote = quote, :
## incomplete final line found by readTableHeader on 'Data/new_raw_eEPSC.csv'
eEPSC_data
## [1] letter ID P1 P2
## <0 rows> (or 0-length row.names)
To Append New Data onto the EXISTING SHEET (raw_eEPSC_df.csv) after first time
# will not run if there is nothing new in "new_raw_eEPSC.csv" so if you put new data directly into "raw_eEPSC_df.csv", it won't run
add_new_cells(
new_raw_data_csv = "Data/new_raw_eEPSC.csv", # should ONLY have the new data you want
cell_characteristics_csv = "Data/Cell-Characteristics.csv",
old_raw_data_csv = "Data/raw_eEPSC_df.csv",
data_type = "eEPSC",
write_new_csv = "yes",
new_file_name = "Data/raw_eEPSC_df.csv", # will overwrite the current version of this file
decimal_places = 2
)
# once successful, go delete the data from "new_raw_eEPSC.csv" so that you don't get a duplication error the next time you are adding data to the raw_eEPSC_df.
Look at the data frame
raw_eEPSC_df <- read.csv(here("Data/raw_eEPSC_df.csv")) # puts it in the environment
raw_eEPSC_df # prints it
## letter ID P1 P2 time cell sex X Y
## 1 RMA3 2025_05_16_0004 -72.01 -47.59 0.00 2.1.2 Female 154.36 558.85
## 2 RMA3 2025_05_16_0004 -66.28 -28.44 0.08 2.1.2 Female 154.36 558.85
## 3 RMA3 2025_05_16_0004 -73.92 -44.02 0.17 2.1.2 Female 154.36 558.85
## 4 RMA3 2025_05_16_0004 -78.41 -17.99 0.25 2.1.2 Female 154.36 558.85
## 5 RMA3 2025_05_16_0004 -41.11 -19.75 0.33 2.1.2 Female 154.36 558.85
## 6 RMA3 2025_05_16_0004 -43.15 -33.38 0.42 2.1.2 Female 154.36 558.85
## 7 RMA3 2025_05_16_0004 -33.63 -45.23 0.50 2.1.2 Female 154.36 558.85
## 8 RMA3 2025_05_16_0004 -59.08 -43.82 0.58 2.1.2 Female 154.36 558.85
## 9 RMA3 2025_05_16_0004 -64.35 -35.06 0.67 2.1.2 Female 154.36 558.85
## 10 RMA3 2025_05_16_0004 -51.45 -40.46 0.75 2.1.2 Female 154.36 558.85
## 11 RMA3 2025_05_16_0004 -78.68 -17.03 0.83 2.1.2 Female 154.36 558.85
## 12 RMA3 2025_05_16_0004 -72.78 -34.33 0.92 2.1.2 Female 154.36 558.85
## 13 RMA3 2025_05_16_0004 -69.48 -38.97 1.00 2.1.2 Female 154.36 558.85
## 14 RMA3 2025_05_16_0004 -92.93 -59.36 1.08 2.1.2 Female 154.36 558.85
## 15 RMA3 2025_05_16_0004 -72.20 -29.47 1.17 2.1.2 Female 154.36 558.85
## 16 RMA3 2025_05_16_0004 -80.62 -34.24 1.25 2.1.2 Female 154.36 558.85
## 17 RMA3 2025_05_16_0004 -71.75 -22.92 1.33 2.1.2 Female 154.36 558.85
## 18 RMA3 2025_05_16_0004 -31.36 -39.91 1.42 2.1.2 Female 154.36 558.85
## 19 RMA3 2025_05_16_0004 -62.42 -29.46 1.50 2.1.2 Female 154.36 558.85
## 20 RMA3 2025_05_16_0004 -27.70 -8.17 1.58 2.1.2 Female 154.36 558.85
## 21 RMA3 2025_05_16_0004 -80.06 -8.65 1.67 2.1.2 Female 154.36 558.85
## 22 RMA3 2025_05_16_0004 -48.97 -66.67 1.75 2.1.2 Female 154.36 558.85
## 23 RMA3 2025_05_16_0004 -43.56 -22.20 1.83 2.1.2 Female 154.36 558.85
## 24 RMA3 2025_05_16_0004 -60.67 -27.10 1.92 2.1.2 Female 154.36 558.85
## 25 RMA3 2025_05_16_0004 -55.73 -9.35 2.00 2.1.2 Female 154.36 558.85
## 26 RMA3 2025_05_16_0004 -42.75 -73.27 2.08 2.1.2 Female 154.36 558.85
## 27 RMA3 2025_05_16_0004 -23.00 -59.01 2.17 2.1.2 Female 154.36 558.85
## 28 RMA3 2025_05_16_0004 -38.38 -53.64 2.25 2.1.2 Female 154.36 558.85
## 29 RMA3 2025_05_16_0004 -52.02 -22.73 2.33 2.1.2 Female 154.36 558.85
## 30 RMA3 2025_05_16_0004 -45.15 -29.28 2.42 2.1.2 Female 154.36 558.85
## 31 RMA3 2025_05_16_0004 -48.89 -54.39 2.50 2.1.2 Female 154.36 558.85
## 32 RMA3 2025_05_16_0004 -84.67 -21.80 2.58 2.1.2 Female 154.36 558.85
## 33 RMA3 2025_05_16_0004 -62.79 -42.65 2.67 2.1.2 Female 154.36 558.85
## 34 RMA3 2025_05_16_0004 -38.24 -25.43 2.75 2.1.2 Female 154.36 558.85
## 35 RMA3 2025_05_16_0004 -78.77 -17.73 2.83 2.1.2 Female 154.36 558.85
## 36 RMA3 2025_05_16_0004 -62.84 -17.07 2.92 2.1.2 Female 154.36 558.85
## 37 RMA3 2025_05_16_0004 -21.98 -45.78 3.00 2.1.2 Female 154.36 558.85
## 38 RMA3 2025_05_16_0004 -82.69 -45.46 3.08 2.1.2 Female 154.36 558.85
## 39 RMA3 2025_05_16_0004 -72.74 -17.80 3.17 2.1.2 Female 154.36 558.85
## 40 RMA3 2025_05_16_0004 -53.65 -13.36 3.25 2.1.2 Female 154.36 558.85
## 41 RMA3 2025_05_16_0004 -29.68 -34.57 3.33 2.1.2 Female 154.36 558.85
## 42 RMA3 2025_05_16_0004 -62.94 -33.64 3.42 2.1.2 Female 154.36 558.85
## 43 RMA3 2025_05_16_0004 -77.72 -30.11 3.50 2.1.2 Female 154.36 558.85
## 44 RMA3 2025_05_16_0004 -41.41 -29.20 3.58 2.1.2 Female 154.36 558.85
## 45 RMA3 2025_05_16_0004 -52.12 -29.54 3.67 2.1.2 Female 154.36 558.85
## 46 RMA3 2025_05_16_0004 -49.04 -32.57 3.75 2.1.2 Female 154.36 558.85
## 47 RMA3 2025_05_16_0004 -34.36 -27.65 3.83 2.1.2 Female 154.36 558.85
## 48 RMA3 2025_05_16_0004 -28.66 -22.56 3.92 2.1.2 Female 154.36 558.85
## 49 RMA3 2025_05_16_0004 -71.96 -23.13 4.00 2.1.2 Female 154.36 558.85
## 50 RMA3 2025_05_16_0004 -49.52 -23.88 4.08 2.1.2 Female 154.36 558.85
## 51 RMA3 2025_05_16_0004 -60.86 -27.29 4.17 2.1.2 Female 154.36 558.85
## 52 RMA3 2025_05_16_0004 -48.21 -31.73 4.25 2.1.2 Female 154.36 558.85
## 53 RMA3 2025_05_16_0004 -68.26 -47.51 4.33 2.1.2 Female 154.36 558.85
## 54 RMA3 2025_05_16_0004 -80.77 -23.39 4.42 2.1.2 Female 154.36 558.85
## 55 RMA3 2025_05_16_0004 -58.60 -23.20 4.50 2.1.2 Female 154.36 558.85
## 56 RMA3 2025_05_16_0004 -15.06 -50.46 4.58 2.1.2 Female 154.36 558.85
## 57 RMA3 2025_05_16_0004 -37.46 -31.97 4.67 2.1.2 Female 154.36 558.85
## 58 RMA3 2025_05_16_0004 -17.07 -10.35 4.75 2.1.2 Female 154.36 558.85
## 59 RMA3 2025_05_16_0004 -45.73 -29.86 4.83 2.1.2 Female 154.36 558.85
## 60 RMA3 2025_05_16_0004 -46.91 -49.35 4.92 2.1.2 Female 154.36 558.85
## 61 RMA3 concatenate175 -40.67 -23.58 5.00 2.1.2 Female 154.36 558.85
## 62 RMA3 concatenate175 -35.14 -19.27 5.08 2.1.2 Female 154.36 558.85
## 63 RMA3 concatenate175 -15.35 1.74 5.17 2.1.2 Female 154.36 558.85
## 64 RMA3 concatenate175 -25.48 -36.47 5.25 2.1.2 Female 154.36 558.85
## 65 RMA3 concatenate175 -24.85 -32.78 5.33 2.1.2 Female 154.36 558.85
## 66 RMA3 concatenate175 -16.65 -30.69 5.42 2.1.2 Female 154.36 558.85
## 67 RMA3 concatenate175 -38.45 -73.85 5.50 2.1.2 Female 154.36 558.85
## 68 RMA3 concatenate175 -76.65 -65.66 5.58 2.1.2 Female 154.36 558.85
## 69 RMA3 concatenate175 -40.55 -69.23 5.67 2.1.2 Female 154.36 558.85
## 70 RMA3 concatenate175 -79.02 -21.04 5.75 2.1.2 Female 154.36 558.85
## 71 RMA3 concatenate175 -81.96 -39.84 5.83 2.1.2 Female 154.36 558.85
## 72 RMA3 concatenate175 -89.63 -50.57 5.92 2.1.2 Female 154.36 558.85
## 73 RMA3 concatenate175 -123.18 -57.87 6.00 2.1.2 Female 154.36 558.85
## 74 RMA3 concatenate175 -32.31 -78.08 6.08 2.1.2 Female 154.36 558.85
## 75 RMA3 concatenate175 -45.92 -6.25 6.17 2.1.2 Female 154.36 558.85
## 76 RMA3 concatenate175 -70.83 -39.70 6.25 2.1.2 Female 154.36 558.85
## 77 RMA3 concatenate175 -65.70 -62.65 6.33 2.1.2 Female 154.36 558.85
## 78 RMA3 concatenate175 -75.08 -43.95 6.42 2.1.2 Female 154.36 558.85
## 79 RMA3 concatenate175 -85.15 -47.92 6.50 2.1.2 Female 154.36 558.85
## 80 RMA3 concatenate175 -44.60 -56.19 6.58 2.1.2 Female 154.36 558.85
## 81 RMA3 concatenate175 -9.53 -86.44 6.67 2.1.2 Female 154.36 558.85
## 82 RMA3 concatenate175 -51.08 -36.44 6.75 2.1.2 Female 154.36 558.85
## 83 RMA3 concatenate175 -83.83 -30.73 6.83 2.1.2 Female 154.36 558.85
## 84 RMA3 concatenate175 -59.29 -61.73 6.92 2.1.2 Female 154.36 558.85
## 85 RMA3 concatenate175 -77.42 -28.59 7.00 2.1.2 Female 154.36 558.85
## 86 RMA3 concatenate175 -36.40 -48.60 7.08 2.1.2 Female 154.36 558.85
## 87 RMA3 concatenate175 -36.40 -47.99 7.17 2.1.2 Female 154.36 558.85
## 88 RMA3 concatenate175 -44.10 -48.37 7.25 2.1.2 Female 154.36 558.85
## 89 RMA3 concatenate175 -20.61 -27.93 7.33 2.1.2 Female 154.36 558.85
## 90 RMA3 concatenate175 -39.66 -25.02 7.42 2.1.2 Female 154.36 558.85
## 91 RMA3 concatenate175 -30.10 -16.67 7.50 2.1.2 Female 154.36 558.85
## 92 RMA3 concatenate175 -52.72 -72.86 7.58 2.1.2 Female 154.36 558.85
## 93 RMA3 concatenate175 -30.85 -43.06 7.67 2.1.2 Female 154.36 558.85
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## 330 RMA3 concatenate175 -11.08 -14.74 27.42 2.1.2 Female 154.36 558.85
## 331 RMA3 concatenate175 -5.72 -13.65 27.50 2.1.2 Female 154.36 558.85
## 332 RMA3 concatenate175 -8.91 -12.58 27.58 2.1.2 Female 154.36 558.85
## 333 RMA3 concatenate175 -16.76 -10.05 27.67 2.1.2 Female 154.36 558.85
## 334 RMA3 concatenate175 -11.00 -13.44 27.75 2.1.2 Female 154.36 558.85
## 335 RMA3 concatenate175 -9.15 -10.37 27.83 2.1.2 Female 154.36 558.85
## 336 RMA3 concatenate175 -8.38 -10.82 27.92 2.1.2 Female 154.36 558.85
## 337 RMA3 concatenate175 -8.03 -14.13 28.00 2.1.2 Female 154.36 558.85
## 338 RMA3 concatenate175 -12.58 -15.64 28.08 2.1.2 Female 154.36 558.85
## 339 RMA3 concatenate175 -8.42 -11.48 28.17 2.1.2 Female 154.36 558.85
## 340 RMA3 concatenate175 -11.02 -14.68 28.25 2.1.2 Female 154.36 558.85
## 341 RMA3 concatenate175 -11.55 -13.38 28.33 2.1.2 Female 154.36 558.85
## 342 RMA3 concatenate175 -7.82 -13.93 28.42 2.1.2 Female 154.36 558.85
## 343 RMA3 concatenate175 -5.04 -6.87 28.50 2.1.2 Female 154.36 558.85
## 344 RMA3 concatenate175 -8.95 -21.77 28.58 2.1.2 Female 154.36 558.85
## 345 RMA3 concatenate175 -16.87 -10.16 28.67 2.1.2 Female 154.36 558.85
## 346 RMA3 concatenate175 -9.09 -22.52 28.75 2.1.2 Female 154.36 558.85
## 347 RMA3 concatenate175 -6.26 -11.15 28.83 2.1.2 Female 154.36 558.85
## 348 RMA3 concatenate175 -5.76 -13.08 28.92 2.1.2 Female 154.36 558.85
## 349 RMA3 concatenate175 -6.49 -12.59 29.00 2.1.2 Female 154.36 558.85
## 350 RMA3 concatenate175 -20.74 -11.58 29.08 2.1.2 Female 154.36 558.85
## 351 RMA3 concatenate175 -10.09 -18.02 29.17 2.1.2 Female 154.36 558.85
## 352 RMA3 concatenate175 -7.63 -14.95 29.25 2.1.2 Female 154.36 558.85
## 353 RMA3 concatenate175 -11.32 -12.54 29.33 2.1.2 Female 154.36 558.85
## 354 RMA3 concatenate175 -9.80 -14.07 29.42 2.1.2 Female 154.36 558.85
## 355 RMA3 concatenate175 -10.93 -14.59 29.50 2.1.2 Female 154.36 558.85
## 356 RMA3 concatenate175 -7.84 -9.67 29.58 2.1.2 Female 154.36 558.85
## 357 RMA3 concatenate175 -6.75 -12.24 29.67 2.1.2 Female 154.36 558.85
## 358 RMA3 concatenate175 -6.91 -16.06 29.75 2.1.2 Female 154.36 558.85
## 359 RMA3 concatenate175 -9.47 -10.69 29.83 2.1.2 Female 154.36 558.85
## 360 RMA3 concatenate175 -6.44 -11.93 29.92 2.1.2 Female 154.36 558.85
## 361 RMA3 concatenate175 -12.70 -8.43 30.00 2.1.2 Female 154.36 558.85
## 362 RMA3 concatenate175 -10.05 -13.10 30.08 2.1.2 Female 154.36 558.85
## 363 RMA3 concatenate175 -9.44 -24.09 30.17 2.1.2 Female 154.36 558.85
## 364 RMA3 concatenate175 -9.19 -12.85 30.25 2.1.2 Female 154.36 558.85
## 365 RMA4 concatenate174 -108.26 -144.27 0.00 2.2.1 Female 484.66 478.04
## 366 RMA4 concatenate174 -119.81 -105.77 0.08 2.2.1 Female 484.66 478.04
## 367 RMA4 concatenate174 -79.06 -161.46 0.17 2.2.1 Female 484.66 478.04
## 368 RMA4 concatenate174 -119.78 -52.03 0.25 2.2.1 Female 484.66 478.04
## 369 RMA4 concatenate174 -110.32 -104.22 0.33 2.2.1 Female 484.66 478.04
## 370 RMA4 concatenate174 -85.23 -132.84 0.42 2.2.1 Female 484.66 478.04
## 371 RMA4 concatenate174 -96.46 -147.73 0.50 2.2.1 Female 484.66 478.04
## 372 RMA4 concatenate174 -97.99 -105.92 0.58 2.2.1 Female 484.66 478.04
## 373 RMA4 concatenate174 -151.62 -107.67 0.67 2.2.1 Female 484.66 478.04
## 374 RMA4 concatenate174 -78.34 -67.97 0.75 2.2.1 Female 484.66 478.04
## 375 RMA4 concatenate174 -168.06 -90.54 0.83 2.2.1 Female 484.66 478.04
## 376 RMA4 concatenate174 -135.31 -77.33 0.92 2.2.1 Female 484.66 478.04
## 377 RMA4 concatenate174 -97.91 -50.92 1.00 2.2.1 Female 484.66 478.04
## 378 RMA4 concatenate174 -86.81 -108.18 1.08 2.2.1 Female 484.66 478.04
## 379 RMA4 concatenate174 -106.54 -79.68 1.17 2.2.1 Female 484.66 478.04
## 380 RMA4 concatenate174 -50.23 -119.20 1.25 2.2.1 Female 484.66 478.04
## 381 RMA4 concatenate174 -68.23 -128.66 1.33 2.2.1 Female 484.66 478.04
## 382 RMA4 concatenate174 -77.28 -153.58 1.42 2.2.1 Female 484.66 478.04
## 383 RMA4 concatenate174 -84.74 -98.17 1.50 2.2.1 Female 484.66 478.04
## 384 RMA4 concatenate174 -151.09 -91.28 1.58 2.2.1 Female 484.66 478.04
## 385 RMA4 concatenate174 -61.80 -130.16 1.67 2.2.1 Female 484.66 478.04
## 386 RMA4 concatenate174 -55.33 -136.51 1.75 2.2.1 Female 484.66 478.04
## 387 RMA4 concatenate174 -66.42 -123.19 1.83 2.2.1 Female 484.66 478.04
## 388 RMA4 concatenate174 -110.86 -120.01 1.92 2.2.1 Female 484.66 478.04
## 389 RMA4 concatenate174 -122.21 -61.18 2.00 2.2.1 Female 484.66 478.04
## 390 RMA4 concatenate174 -135.71 -61.24 2.08 2.2.1 Female 484.66 478.04
## 391 RMA4 concatenate174 -34.08 -46.89 2.17 2.2.1 Female 484.66 478.04
## 392 RMA4 concatenate174 -96.46 -26.88 2.25 2.2.1 Female 484.66 478.04
## 393 RMA4 concatenate174 -70.09 -42.63 2.33 2.2.1 Female 484.66 478.04
## 394 RMA4 concatenate174 -141.51 -45.68 2.42 2.2.1 Female 484.66 478.04
## 395 RMA4 concatenate174 -68.67 -102.85 2.50 2.2.1 Female 484.66 478.04
## 396 RMA4 concatenate174 -98.58 -53.41 2.58 2.2.1 Female 484.66 478.04
## 397 RMA4 concatenate174 -145.50 -64.93 2.67 2.2.1 Female 484.66 478.04
## 398 RMA4 concatenate174 -126.74 -85.84 2.75 2.2.1 Female 484.66 478.04
## 399 RMA4 concatenate174 -92.05 -123.18 2.83 2.2.1 Female 484.66 478.04
## 400 RMA4 concatenate174 -111.04 -66.49 2.92 2.2.1 Female 484.66 478.04
## 401 RMA4 concatenate174 -133.35 -111.98 3.00 2.2.1 Female 484.66 478.04
## 402 RMA4 concatenate174 -111.44 -75.43 3.08 2.2.1 Female 484.66 478.04
## 403 RMA4 concatenate174 -69.31 -111.42 3.17 2.2.1 Female 484.66 478.04
## 404 RMA4 concatenate174 -124.56 -71.46 3.25 2.2.1 Female 484.66 478.04
## 405 RMA4 concatenate174 -72.01 -65.91 3.33 2.2.1 Female 484.66 478.04
## 406 RMA4 concatenate174 -115.73 -69.96 3.42 2.2.1 Female 484.66 478.04
## 407 RMA4 concatenate174 -153.56 -27.83 3.50 2.2.1 Female 484.66 478.04
## 408 RMA4 concatenate174 -83.37 -116.33 3.58 2.2.1 Female 484.66 478.04
## 409 RMA4 concatenate174 -136.81 -91.64 3.67 2.2.1 Female 484.66 478.04
## 410 RMA4 concatenate174 -36.68 -131.28 3.75 2.2.1 Female 484.66 478.04
## 411 RMA4 concatenate174 -92.99 -24.63 3.83 2.2.1 Female 484.66 478.04
## 412 RMA4 concatenate174 -128.51 -80.90 3.92 2.2.1 Female 484.66 478.04
## 413 RMA4 concatenate174 -108.28 -72.88 4.00 2.2.1 Female 484.66 478.04
## 414 RMA4 concatenate174 -118.73 -71.12 4.08 2.2.1 Female 484.66 478.04
## 415 RMA4 concatenate174 -125.60 -76.16 4.17 2.2.1 Female 484.66 478.04
## 416 RMA4 concatenate174 -94.85 -78.37 4.25 2.2.1 Female 484.66 478.04
## 417 RMA4 concatenate174 -93.42 -83.65 4.33 2.2.1 Female 484.66 478.04
## 418 RMA4 concatenate174 -131.06 -63.92 4.42 2.2.1 Female 484.66 478.04
## 419 RMA4 concatenate174 -91.51 -32.31 4.50 2.2.1 Female 484.66 478.04
## 420 RMA4 concatenate174 -104.23 -115.21 4.58 2.2.1 Female 484.66 478.04
## 421 RMA4 concatenate174 -127.43 -50.53 4.67 2.2.1 Female 484.66 478.04
## 422 RMA4 concatenate174 -120.36 -110.59 4.75 2.2.1 Female 484.66 478.04
## 423 RMA4 concatenate174 -104.69 -56.47 4.83 2.2.1 Female 484.66 478.04
## 424 RMA4 concatenate174 -71.10 -55.84 4.92 2.2.1 Female 484.66 478.04
## 425 RMA4 concatenate174 -149.60 -94.06 5.00 2.2.1 Female 484.66 478.04
## 426 RMA4 concatenate174 -42.00 -37.73 5.08 2.2.1 Female 484.66 478.04
## 427 RMA4 concatenate174 -33.24 -65.59 5.17 2.2.1 Female 484.66 478.04
## 428 RMA4 concatenate174 -54.73 -38.86 5.25 2.2.1 Female 484.66 478.04
## 429 RMA4 concatenate174 -33.02 -67.19 5.33 2.2.1 Female 484.66 478.04
## 430 RMA4 concatenate174 -53.21 -34.29 5.42 2.2.1 Female 484.66 478.04
## 431 RMA4 concatenate174 -138.52 -99.46 5.50 2.2.1 Female 484.66 478.04
## 432 RMA4 concatenate174 -139.87 -77.00 5.58 2.2.1 Female 484.66 478.04
## 433 RMA4 concatenate174 -122.81 -56.28 5.67 2.2.1 Female 484.66 478.04
## 434 RMA4 concatenate174 -141.53 -65.85 5.75 2.2.1 Female 484.66 478.04
## 435 RMA4 concatenate174 -144.26 -80.17 5.83 2.2.1 Female 484.66 478.04
## 436 RMA4 concatenate174 -139.59 -101.75 5.92 2.2.1 Female 484.66 478.04
## 437 RMA4 concatenate174 -187.75 -58.96 6.00 2.2.1 Female 484.66 478.04
## 438 RMA4 concatenate174 -122.99 -93.09 6.08 2.2.1 Female 484.66 478.04
## 439 RMA4 concatenate174 -157.52 -73.90 6.17 2.2.1 Female 484.66 478.04
## 440 RMA4 concatenate174 -137.37 -78.78 6.25 2.2.1 Female 484.66 478.04
## 441 RMA4 concatenate174 -179.80 -104.11 6.33 2.2.1 Female 484.66 478.04
## 442 RMA4 concatenate174 -157.24 -97.42 6.42 2.2.1 Female 484.66 478.04
## 443 RMA4 concatenate174 -127.43 -49.31 6.50 2.2.1 Female 484.66 478.04
## 444 RMA4 concatenate174 -102.10 -28.24 6.58 2.2.1 Female 484.66 478.04
## 445 RMA4 concatenate174 -107.64 -71.63 6.67 2.2.1 Female 484.66 478.04
## 446 RMA4 concatenate174 -119.04 -26.88 6.75 2.2.1 Female 484.66 478.04
## 447 RMA4 concatenate174 -133.85 -42.30 6.83 2.2.1 Female 484.66 478.04
## 448 RMA4 concatenate174 -122.76 -42.80 6.92 2.2.1 Female 484.66 478.04
## 449 RMA4 concatenate174 -68.84 -76.78 7.00 2.2.1 Female 484.66 478.04
## 450 RMA4 concatenate174 -113.67 -63.62 7.08 2.2.1 Female 484.66 478.04
## 451 RMA4 concatenate174 -92.31 -66.67 7.17 2.2.1 Female 484.66 478.04
## 452 RMA4 concatenate174 -102.30 -131.60 7.25 2.2.1 Female 484.66 478.04
## 453 RMA4 concatenate174 -119.03 -66.54 7.33 2.2.1 Female 484.66 478.04
## 454 RMA4 concatenate174 -142.04 -49.87 7.42 2.2.1 Female 484.66 478.04
## 455 RMA4 concatenate174 -76.48 -108.83 7.50 2.2.1 Female 484.66 478.04
## 456 RMA4 concatenate174 -99.54 -84.28 7.58 2.2.1 Female 484.66 478.04
## 457 RMA4 concatenate174 -100.88 -95.38 7.67 2.2.1 Female 484.66 478.04
## 458 RMA4 concatenate174 -104.47 -75.18 7.75 2.2.1 Female 484.66 478.04
## 459 RMA4 concatenate174 -109.80 -54.26 7.83 2.2.1 Female 484.66 478.04
## 460 RMA4 concatenate174 -81.56 -29.68 7.92 2.2.1 Female 484.66 478.04
## 461 RMA4 concatenate174 -144.77 -81.91 8.00 2.2.1 Female 484.66 478.04
## 462 RMA4 concatenate174 -37.09 -117.65 8.08 2.2.1 Female 484.66 478.04
## 463 RMA4 concatenate174 -128.91 -36.14 8.17 2.2.1 Female 484.66 478.04
## 464 RMA4 concatenate174 -87.08 -66.94 8.25 2.2.1 Female 484.66 478.04
## 465 RMA4 concatenate174 -65.08 -113.91 8.33 2.2.1 Female 484.66 478.04
## 466 RMA4 concatenate174 -69.57 -78.73 8.42 2.2.1 Female 484.66 478.04
## 467 RMA4 concatenate174 -113.77 -69.22 8.50 2.2.1 Female 484.66 478.04
## 468 RMA4 concatenate174 -120.10 -94.47 8.58 2.2.1 Female 484.66 478.04
## 469 RMA4 concatenate174 -137.00 -30.80 8.67 2.2.1 Female 484.66 478.04
## 470 RMA4 concatenate174 -145.99 -97.78 8.75 2.2.1 Female 484.66 478.04
## 471 RMA4 concatenate174 -42.56 -125.57 8.83 2.2.1 Female 484.66 478.04
## 472 RMA4 concatenate174 -72.27 -126.59 8.92 2.2.1 Female 484.66 478.04
## 473 RMA4 concatenate174 -136.78 -47.06 9.00 2.2.1 Female 484.66 478.04
## 474 RMA4 concatenate174 -95.62 -70.60 9.08 2.2.1 Female 484.66 478.04
## 475 RMA4 concatenate174 -91.85 -84.53 9.17 2.2.1 Female 484.66 478.04
## 476 RMA4 concatenate174 -101.84 -79.26 9.25 2.2.1 Female 484.66 478.04
## 477 RMA4 concatenate174 -78.19 -114.20 9.33 2.2.1 Female 484.66 478.04
## 478 RMA4 concatenate174 -97.95 -78.42 9.42 2.2.1 Female 484.66 478.04
## 479 RMA4 concatenate174 -134.14 -26.11 9.50 2.2.1 Female 484.66 478.04
## 480 RMA4 concatenate174 -57.49 -108.14 9.58 2.2.1 Female 484.66 478.04
## 481 RMA4 concatenate174 -38.95 -104.87 9.67 2.2.1 Female 484.66 478.04
## 482 RMA4 concatenate174 -50.26 -49.04 9.75 2.2.1 Female 484.66 478.04
## 483 RMA4 concatenate174 -125.86 -30.65 9.83 2.2.1 Female 484.66 478.04
## 484 RMA4 concatenate174 -40.49 -21.57 9.92 2.2.1 Female 484.66 478.04
## 485 RMA4 concatenate174 -41.18 -23.48 10.00 2.2.1 Female 484.66 478.04
## 486 RMA4 concatenate174 -43.03 -34.48 10.08 2.2.1 Female 484.66 478.04
## 487 RMA4 concatenate174 -15.75 -32.23 10.17 2.2.1 Female 484.66 478.04
## 488 RMA4 concatenate174 -22.95 -85.82 10.25 2.2.1 Female 484.66 478.04
## 489 RMA4 concatenate174 -75.01 -24.35 10.33 2.2.1 Female 484.66 478.04
## 490 RMA4 concatenate174 -46.49 -37.95 10.42 2.2.1 Female 484.66 478.04
## 491 RMA4 concatenate174 -55.00 -25.71 10.50 2.2.1 Female 484.66 478.04
## 492 RMA4 concatenate174 -42.62 -45.06 10.58 2.2.1 Female 484.66 478.04
## 493 RMA4 concatenate174 -30.58 -34.85 10.67 2.2.1 Female 484.66 478.04
## 494 RMA4 concatenate174 -37.38 -26.39 10.75 2.2.1 Female 484.66 478.04
## 495 RMA4 concatenate174 -42.87 -25.17 10.83 2.2.1 Female 484.66 478.04
## 496 RMA4 concatenate174 -42.19 -40.36 10.92 2.2.1 Female 484.66 478.04
## 497 RMA4 concatenate174 -28.42 -30.86 11.00 2.2.1 Female 484.66 478.04
## 498 RMA4 concatenate174 -28.37 -63.16 11.08 2.2.1 Female 484.66 478.04
## 499 RMA4 concatenate174 -84.32 -38.54 11.17 2.2.1 Female 484.66 478.04
## 500 RMA4 concatenate174 -40.93 -57.41 11.25 2.2.1 Female 484.66 478.04
## 501 RMA4 concatenate174 -44.40 -71.87 11.33 2.2.1 Female 484.66 478.04
## 502 RMA4 concatenate174 -59.72 -34.08 11.42 2.2.1 Female 484.66 478.04
## 503 RMA4 concatenate174 -43.65 -55.24 11.50 2.2.1 Female 484.66 478.04
## 504 RMA4 concatenate174 -49.66 -41.12 11.58 2.2.1 Female 484.66 478.04
## 505 RMA4 concatenate174 -53.60 -36.51 11.67 2.2.1 Female 484.66 478.04
## 506 RMA4 concatenate174 -16.91 -24.84 11.75 2.2.1 Female 484.66 478.04
## 507 RMA4 concatenate174 -55.22 -24.09 11.83 2.2.1 Female 484.66 478.04
## 508 RMA4 concatenate174 -41.78 -19.81 11.92 2.2.1 Female 484.66 478.04
## 509 RMA4 concatenate174 -17.35 -18.58 12.00 2.2.1 Female 484.66 478.04
## 510 RMA4 concatenate174 -62.67 -25.44 12.08 2.2.1 Female 484.66 478.04
## 511 RMA4 concatenate174 -18.84 -44.48 12.17 2.2.1 Female 484.66 478.04
## 512 RMA4 concatenate174 -57.12 -27.83 12.25 2.2.1 Female 484.66 478.04
## 513 RMA4 concatenate174 -29.99 -22.05 12.33 2.2.1 Female 484.66 478.04
## 514 RMA4 concatenate174 -17.70 -59.20 12.42 2.2.1 Female 484.66 478.04
## 515 RMA4 concatenate174 -33.04 -33.04 12.50 2.2.1 Female 484.66 478.04
## 516 RMA4 concatenate174 -48.21 -83.61 12.58 2.2.1 Female 484.66 478.04
## 517 RMA4 concatenate174 -44.00 -18.98 12.67 2.2.1 Female 484.66 478.04
## 518 RMA4 concatenate174 -35.26 -28.55 12.75 2.2.1 Female 484.66 478.04
## 519 RMA4 concatenate174 -33.87 -24.10 12.83 2.2.1 Female 484.66 478.04
## 520 RMA4 concatenate174 -13.71 -33.85 12.92 2.2.1 Female 484.66 478.04
## 521 RMA4 concatenate174 -33.76 -25.83 13.00 2.2.1 Female 484.66 478.04
## 522 RMA4 concatenate174 -26.76 -17.60 13.08 2.2.1 Female 484.66 478.04
## 523 RMA4 concatenate174 -16.51 -41.54 13.17 2.2.1 Female 484.66 478.04
## 524 RMA4 concatenate174 -42.78 -16.54 13.25 2.2.1 Female 484.66 478.04
## 525 RMA4 concatenate174 -36.73 -72.74 13.33 2.2.1 Female 484.66 478.04
## 526 RMA4 concatenate174 -23.73 -23.73 13.42 2.2.1 Female 484.66 478.04
## 527 RMA4 concatenate174 -24.97 -21.92 13.50 2.2.1 Female 484.66 478.04
## 528 RMA4 concatenate174 -51.00 -24.76 13.58 2.2.1 Female 484.66 478.04
## 529 RMA4 concatenate174 -28.77 -28.77 13.67 2.2.1 Female 484.66 478.04
## 530 RMA4 concatenate174 -46.01 -13.05 13.75 2.2.1 Female 484.66 478.04
## 531 RMA4 concatenate174 -57.98 -17.08 13.83 2.2.1 Female 484.66 478.04
## 532 RMA4 concatenate174 -64.31 -23.42 13.92 2.2.1 Female 484.66 478.04
## 533 RMA4 concatenate174 -41.83 -30.24 14.00 2.2.1 Female 484.66 478.04
## 534 RMA4 concatenate174 -97.44 -42.51 14.08 2.2.1 Female 484.66 478.04
## 535 RMA4 concatenate174 -32.24 -21.87 14.17 2.2.1 Female 484.66 478.04
## 536 RMA4 concatenate174 -21.03 -41.17 14.25 2.2.1 Female 484.66 478.04
## 537 RMA4 concatenate174 -37.99 -24.57 14.33 2.2.1 Female 484.66 478.04
## 538 RMA4 concatenate174 -40.68 -18.09 14.42 2.2.1 Female 484.66 478.04
## 539 RMA4 concatenate174 -47.21 -24.01 14.50 2.2.1 Female 484.66 478.04
## 540 RMA4 concatenate174 -29.35 -29.96 14.58 2.2.1 Female 484.66 478.04
## 541 RMA4 concatenate174 -48.64 -80.38 14.67 2.2.1 Female 484.66 478.04
## 542 RMA4 concatenate174 -51.90 -18.94 14.75 2.2.1 Female 484.66 478.04
## 543 RMA4 concatenate174 -24.79 -19.91 14.83 2.2.1 Female 484.66 478.04
## 544 RMA4 concatenate174 -32.18 -15.70 14.92 2.2.1 Female 484.66 478.04
## 545 RMA4 concatenate174 -26.79 -18.86 15.00 2.2.1 Female 484.66 478.04
## 546 RMA4 concatenate174 -39.78 -20.25 15.08 2.2.1 Female 484.66 478.04
## 547 RMA4 concatenate174 -28.53 -41.35 15.17 2.2.1 Female 484.66 478.04
## 548 RMA4 concatenate174 -19.28 -38.81 15.25 2.2.1 Female 484.66 478.04
## 549 RMA4 concatenate174 -19.80 -33.84 15.33 2.2.1 Female 484.66 478.04
## 550 RMA4 concatenate174 -16.13 -35.67 15.42 2.2.1 Female 484.66 478.04
## 551 RMA4 concatenate174 -28.96 -40.56 15.50 2.2.1 Female 484.66 478.04
## 552 RMA4 concatenate174 -41.66 -39.22 15.58 2.2.1 Female 484.66 478.04
## 553 RMA4 concatenate174 -38.30 -21.82 15.67 2.2.1 Female 484.66 478.04
## 554 RMA4 concatenate174 -17.69 -17.69 15.75 2.2.1 Female 484.66 478.04
## 555 RMA4 concatenate174 -37.52 -14.33 15.83 2.2.1 Female 484.66 478.04
## 556 RMA4 concatenate174 -21.47 -21.47 15.92 2.2.1 Female 484.66 478.04
## 557 RMA4 concatenate174 -15.33 -17.16 16.00 2.2.1 Female 484.66 478.04
## 558 RMA4 concatenate174 -52.62 -48.35 16.08 2.2.1 Female 484.66 478.04
## 559 RMA4 concatenate174 -32.20 -20.60 16.17 2.2.1 Female 484.66 478.04
## 560 RMA4 concatenate174 -49.72 -23.47 16.25 2.2.1 Female 484.66 478.04
## 561 RMA4 concatenate174 -33.55 -20.74 16.33 2.2.1 Female 484.66 478.04
## 562 RMA4 concatenate174 -38.00 -18.47 16.42 2.2.1 Female 484.66 478.04
## 563 RMA4 concatenate174 -21.82 -12.05 16.50 2.2.1 Female 484.66 478.04
## 564 RMA4 concatenate174 -50.72 -14.71 16.58 2.2.1 Female 484.66 478.04
## 565 RMA4 concatenate174 -18.12 -16.90 16.67 2.2.1 Female 484.66 478.04
## 566 RMA4 concatenate174 -32.05 -55.86 16.75 2.2.1 Female 484.66 478.04
## 567 RMA4 concatenate174 -43.08 -19.88 16.83 2.2.1 Female 484.66 478.04
## 568 RMA4 concatenate174 -10.69 -16.18 16.92 2.2.1 Female 484.66 478.04
## 569 RMA4 concatenate174 -20.17 -19.56 17.00 2.2.1 Female 484.66 478.04
## 570 RMA4 concatenate174 -28.41 -18.64 17.08 2.2.1 Female 484.66 478.04
## 571 RMA4 concatenate174 -22.51 -45.09 17.17 2.2.1 Female 484.66 478.04
## 572 RMA4 concatenate174 -14.58 -19.47 17.25 2.2.1 Female 484.66 478.04
## 573 RMA4 concatenate174 -47.37 -15.63 17.33 2.2.1 Female 484.66 478.04
## 574 RMA4 concatenate174 -34.16 -14.62 17.42 2.2.1 Female 484.66 478.04
## 575 RMA4 concatenate174 -35.69 -23.48 17.50 2.2.1 Female 484.66 478.04
## 576 RMA4 concatenate174 -18.34 -26.28 17.58 2.2.1 Female 484.66 478.04
## 577 RMA4 concatenate174 -63.83 -27.82 17.67 2.2.1 Female 484.66 478.04
## 578 RMA4 concatenate174 -18.21 -21.88 17.75 2.2.1 Female 484.66 478.04
## 579 RMA4 concatenate174 -27.80 -22.91 17.83 2.2.1 Female 484.66 478.04
## 580 RMA4 concatenate174 -25.52 -13.32 17.92 2.2.1 Female 484.66 478.04
## 581 RMA4 concatenate174 -13.48 -26.90 18.00 2.2.1 Female 484.66 478.04
## 582 RMA4 concatenate174 -28.44 -36.98 18.08 2.2.1 Female 484.66 478.04
## 583 RMA4 concatenate174 -11.99 -24.81 18.17 2.2.1 Female 484.66 478.04
## 584 RMA4 concatenate174 -7.52 -12.41 18.25 2.2.1 Female 484.66 478.04
## 585 RMA4 concatenate174 -13.39 -23.15 18.33 2.2.1 Female 484.66 478.04
## 586 RMA4 concatenate174 -12.30 -14.74 18.42 2.2.1 Female 484.66 478.04
## 587 RMA4 concatenate174 -14.48 -12.65 18.50 2.2.1 Female 484.66 478.04
## 588 RMA4 concatenate174 -31.87 -20.27 18.58 2.2.1 Female 484.66 478.04
## 589 RMA4 concatenate174 -26.41 -17.25 18.67 2.2.1 Female 484.66 478.04
## 590 RMA4 concatenate174 -22.46 -25.51 18.75 2.2.1 Female 484.66 478.04
## 591 RMA4 concatenate174 -22.45 -13.90 18.83 2.2.1 Female 484.66 478.04
## 592 RMA4 concatenate174 -12.91 -18.40 18.92 2.2.1 Female 484.66 478.04
## 593 RMA4 concatenate174 -10.42 -16.53 19.00 2.2.1 Female 484.66 478.04
## 594 RMA4 concatenate174 -27.59 -13.55 19.08 2.2.1 Female 484.66 478.04
## 595 RMA4 concatenate174 -14.14 -20.25 19.17 2.2.1 Female 484.66 478.04
## 596 RMA4 concatenate174 -33.80 -20.98 19.25 2.2.1 Female 484.66 478.04
## 597 RMA4 concatenate174 -18.54 -13.04 19.33 2.2.1 Female 484.66 478.04
## 598 RMA4 concatenate174 -27.05 -19.72 19.42 2.2.1 Female 484.66 478.04
## 599 RMA4 concatenate174 -14.87 -23.42 19.50 2.2.1 Female 484.66 478.04
## 600 RMA4 concatenate174 -45.33 -9.32 19.58 2.2.1 Female 484.66 478.04
## 601 RMA4 concatenate174 -18.20 -16.37 19.67 2.2.1 Female 484.66 478.04
## 602 RMA4 concatenate174 -27.37 -16.99 19.75 2.2.1 Female 484.66 478.04
## 603 RMA4 concatenate174 -12.29 -28.16 19.83 2.2.1 Female 484.66 478.04
## 604 RMA4 concatenate174 -20.90 -15.41 19.92 2.2.1 Female 484.66 478.04
## 605 RMA4 concatenate174 -15.24 -13.41 20.00 2.2.1 Female 484.66 478.04
## 606 RMA4 concatenate174 -44.68 -17.83 20.08 2.2.1 Female 484.66 478.04
## 607 RMA4 concatenate174 -38.70 -13.07 20.17 2.2.1 Female 484.66 478.04
## 608 RMA4 concatenate174 -12.75 -12.75 20.25 2.2.1 Female 484.66 478.04
## 609 RMA4 concatenate174 -15.39 -14.17 20.33 2.2.1 Female 484.66 478.04
## 610 RMA4 concatenate174 -10.45 -18.99 20.42 2.2.1 Female 484.66 478.04
## 611 RMA4 concatenate174 -24.08 -16.15 20.50 2.2.1 Female 484.66 478.04
## 612 RMA4 concatenate174 -23.09 -32.85 20.58 2.2.1 Female 484.66 478.04
## 613 RMA4 concatenate174 -23.02 -14.47 20.67 2.2.1 Female 484.66 478.04
## 614 RMA4 concatenate174 -10.67 -12.50 20.75 2.2.1 Female 484.66 478.04
## 615 RMA4 concatenate174 -27.81 -16.82 20.83 2.2.1 Female 484.66 478.04
## 616 RMA4 concatenate174 -14.16 -53.83 20.92 2.2.1 Female 484.66 478.04
## 617 RMA4 concatenate174 -12.07 -61.51 21.00 2.2.1 Female 484.66 478.04
## 618 RMA4 concatenate174 -19.80 -42.38 21.08 2.2.1 Female 484.66 478.04
## 619 RMA4 concatenate174 -20.68 -43.26 21.17 2.2.1 Female 484.66 478.04
## 620 RMA4 concatenate174 -10.29 -10.29 21.25 2.2.1 Female 484.66 478.04
## 621 RMA4 concatenate174 -10.35 -67.11 21.33 2.2.1 Female 484.66 478.04
## 622 RMA4 concatenate174 -22.21 -35.63 21.42 2.2.1 Female 484.66 478.04
## 623 RMA4 concatenate174 -25.10 -40.97 21.50 2.2.1 Female 484.66 478.04
## 624 RMA4 concatenate174 -8.81 -64.96 21.58 2.2.1 Female 484.66 478.04
## 625 RMA4 concatenate174 -32.29 -26.19 21.67 2.2.1 Female 484.66 478.04
## 626 RMA4 concatenate174 -14.46 -60.24 21.75 2.2.1 Female 484.66 478.04
## 627 RMA4 concatenate174 -14.95 -39.36 21.83 2.2.1 Female 484.66 478.04
## 628 RMA4 concatenate174 -30.45 -33.50 21.92 2.2.1 Female 484.66 478.04
## 629 RMA4 concatenate174 -35.99 -31.72 22.00 2.2.1 Female 484.66 478.04
## 630 RMA4 concatenate174 -13.24 -17.52 22.08 2.2.1 Female 484.66 478.04
## 631 RMA4 concatenate174 -56.11 -35.36 22.17 2.2.1 Female 484.66 478.04
## 632 RMA4 concatenate174 -15.27 -42.73 22.25 2.2.1 Female 484.66 478.04
## 633 RMA4 concatenate174 -27.09 -37.46 22.33 2.2.1 Female 484.66 478.04
## 634 RMA4 concatenate174 -24.82 -16.89 22.42 2.2.1 Female 484.66 478.04
## 635 RMA4 concatenate174 -19.38 -10.83 22.50 2.2.1 Female 484.66 478.04
## 636 RMA4 concatenate174 -40.72 -29.74 22.58 2.2.1 Female 484.66 478.04
## 637 RMA4 concatenate174 -26.65 -31.54 22.67 2.2.1 Female 484.66 478.04
## 638 RMA4 concatenate174 -18.46 -16.62 22.75 2.2.1 Female 484.66 478.04
## 639 RMA4 concatenate174 -10.54 -50.22 22.83 2.2.1 Female 484.66 478.04
## 640 RMA4 concatenate174 -12.74 -18.23 22.92 2.2.1 Female 484.66 478.04
## 641 RMA4 concatenate174 -42.97 -28.93 23.00 2.2.1 Female 484.66 478.04
## 642 RMA4 concatenate174 -25.51 -20.62 23.08 2.2.1 Female 484.66 478.04
## 643 RMA4 concatenate174 -41.99 -16.97 23.17 2.2.1 Female 484.66 478.04
## 644 RMA4 concatenate174 -20.93 -48.39 23.25 2.2.1 Female 484.66 478.04
## 645 RMA4 concatenate174 -25.69 -29.35 23.33 2.2.1 Female 484.66 478.04
## 646 RMA4 concatenate174 -13.96 -12.13 23.42 2.2.1 Female 484.66 478.04
## 647 RMA4 concatenate174 -9.14 -32.94 23.50 2.2.1 Female 484.66 478.04
## 648 RMA4 concatenate174 -33.54 -39.03 23.58 2.2.1 Female 484.66 478.04
## 649 RMA4 concatenate174 -20.94 -42.91 23.67 2.2.1 Female 484.66 478.04
## 650 RMA4 concatenate174 -13.33 -30.42 23.75 2.2.1 Female 484.66 478.04
## 651 RMA4 concatenate174 -23.20 -17.10 23.83 2.2.1 Female 484.66 478.04
## 652 RMA4 concatenate174 -16.91 -50.47 23.92 2.2.1 Female 484.66 478.04
## 653 RMA4 concatenate174 -12.54 -32.69 24.00 2.2.1 Female 484.66 478.04
## 654 RMA4 concatenate174 -8.39 -42.57 24.08 2.2.1 Female 484.66 478.04
## 655 RMA4 concatenate174 -16.42 -9.70 24.17 2.2.1 Female 484.66 478.04
## 656 RMA4 concatenate174 -17.35 -16.13 24.25 2.2.1 Female 484.66 478.04
## 657 RMA4 concatenate174 -8.63 -31.82 24.33 2.2.1 Female 484.66 478.04
## 658 RMA4 concatenate174 -19.91 -46.15 24.42 2.2.1 Female 484.66 478.04
## 659 RMA4 concatenate174 -12.98 -23.35 24.50 2.2.1 Female 484.66 478.04
## 660 RMA4 concatenate174 -23.80 -26.25 24.58 2.2.1 Female 484.66 478.04
## 661 RMA4 concatenate174 -22.86 -32.02 24.67 2.2.1 Female 484.66 478.04
## 662 RMA4 concatenate174 -22.68 -14.74 24.75 2.2.1 Female 484.66 478.04
## 663 RMA4 concatenate174 -22.70 -39.79 24.83 2.2.1 Female 484.66 478.04
## 664 RMA4 concatenate174 -32.77 -25.45 24.92 2.2.1 Female 484.66 478.04
## 665 RMA4 concatenate174 -29.87 -18.27 25.00 2.2.1 Female 484.66 478.04
## 666 RMA4 concatenate174 -8.48 -13.97 25.08 2.2.1 Female 484.66 478.04
## 667 RMA4 concatenate174 -9.12 -14.62 25.17 2.2.1 Female 484.66 478.04
## 668 RMA4 concatenate174 -12.87 -19.59 25.25 2.2.1 Female 484.66 478.04
## 669 RMA4 concatenate174 -39.53 -9.62 25.33 2.2.1 Female 484.66 478.04
## 670 RMA4 concatenate174 -5.74 -8.79 25.42 2.2.1 Female 484.66 478.04
## 671 RMA4 concatenate174 -9.73 -19.50 25.50 2.2.1 Female 484.66 478.04
## 672 RMA4 concatenate174 -5.04 -8.70 25.58 2.2.1 Female 484.66 478.04
## 673 RMA4 concatenate174 -6.79 -26.32 25.67 2.2.1 Female 484.66 478.04
## 674 RMA4 concatenate174 -18.70 -16.26 25.75 2.2.1 Female 484.66 478.04
## 675 RMA4 concatenate174 -11.41 -27.89 25.83 2.2.1 Female 484.66 478.04
## 676 RMA4 concatenate174 -25.83 -31.93 25.92 2.2.1 Female 484.66 478.04
## 677 RMA4 concatenate174 -21.88 -24.33 26.00 2.2.1 Female 484.66 478.04
## 678 RMA4 concatenate174 -10.12 -16.22 26.08 2.2.1 Female 484.66 478.04
## 679 RMA4 concatenate174 -9.45 -3.96 26.17 2.2.1 Female 484.66 478.04
## 680 RMA4 concatenate174 -27.65 -6.90 26.25 2.2.1 Female 484.66 478.04
## 681 RMA4 concatenate174 -25.25 -13.04 26.33 2.2.1 Female 484.66 478.04
## 682 RMA4 concatenate174 -8.33 -20.54 26.42 2.2.1 Female 484.66 478.04
## 683 RMA4 concatenate174 -15.92 -16.53 26.50 2.2.1 Female 484.66 478.04
## 684 RMA4 concatenate174 -11.57 -7.30 26.58 2.2.1 Female 484.66 478.04
## 685 RMA4 concatenate174 -10.71 -19.86 26.67 2.2.1 Female 484.66 478.04
## 686 RMA4 concatenate174 -13.86 -18.13 26.75 2.2.1 Female 484.66 478.04
## 687 RMA4 concatenate174 -11.65 -27.52 26.83 2.2.1 Female 484.66 478.04
## 688 RMA4 concatenate174 -7.73 -8.95 26.92 2.2.1 Female 484.66 478.04
## 689 RMA4 concatenate174 -8.73 -18.50 27.00 2.2.1 Female 484.66 478.04
## 690 RMA4 concatenate174 -7.57 -35.64 27.08 2.2.1 Female 484.66 478.04
## 691 RMA4 concatenate174 -10.24 -16.34 27.17 2.2.1 Female 484.66 478.04
## 692 RMA4 concatenate174 -13.95 -11.51 27.25 2.2.1 Female 484.66 478.04
## 693 RMA4 concatenate174 -11.04 -18.98 27.33 2.2.1 Female 484.66 478.04
## 694 RMA4 concatenate174 -15.91 -12.25 27.42 2.2.1 Female 484.66 478.04
## 695 RMA4 concatenate174 -8.85 -19.84 27.50 2.2.1 Female 484.66 478.04
## 696 RMA4 concatenate174 -6.76 -12.26 27.58 2.2.1 Female 484.66 478.04
## 697 RMA4 concatenate174 -10.75 -8.30 27.67 2.2.1 Female 484.66 478.04
## 698 RMA4 concatenate174 -9.95 -13.00 27.75 2.2.1 Female 484.66 478.04
## 699 RMA4 concatenate174 -16.58 -19.63 27.83 2.2.1 Female 484.66 478.04
## 700 RMA4 concatenate174 -14.96 -13.74 27.92 2.2.1 Female 484.66 478.04
## 701 RMA4 concatenate174 -15.91 -14.08 28.00 2.2.1 Female 484.66 478.04
## 702 RMA4 concatenate174 -12.34 -7.45 28.08 2.2.1 Female 484.66 478.04
## 703 RMA4 concatenate174 -7.25 -12.13 28.17 2.2.1 Female 484.66 478.04
## 704 RMA4 concatenate174 -11.66 -6.17 28.25 2.2.1 Female 484.66 478.04
## 705 RMA4 concatenate174 -27.43 -14.00 28.33 2.2.1 Female 484.66 478.04
## 706 RMA4 concatenate174 -14.20 -22.74 28.42 2.2.1 Female 484.66 478.04
## 707 RMA4 concatenate174 -14.17 -23.32 28.50 2.2.1 Female 484.66 478.04
## 708 RMA4 concatenate174 -9.91 -27.00 28.58 2.2.1 Female 484.66 478.04
## 709 RMA4 concatenate174 -7.74 -13.23 28.67 2.2.1 Female 484.66 478.04
## 710 RMA4 concatenate174 -10.49 -21.47 28.75 2.2.1 Female 484.66 478.04
## 711 RMA4 concatenate174 -16.99 -11.50 28.83 2.2.1 Female 484.66 478.04
## 712 RMA4 concatenate174 -6.07 -24.38 28.92 2.2.1 Female 484.66 478.04
## 713 RMA4 concatenate174 -10.98 -18.91 29.00 2.2.1 Female 484.66 478.04
## 714 RMA4 concatenate174 -5.28 -24.21 29.08 2.2.1 Female 484.66 478.04
## 715 RMA4 concatenate174 -5.59 -17.80 29.17 2.2.1 Female 484.66 478.04
## 716 RMA4 concatenate174 -13.41 -21.35 29.25 2.2.1 Female 484.66 478.04
## 717 RMA4 concatenate174 -8.96 -19.95 29.33 2.2.1 Female 484.66 478.04
## 718 RMA4 concatenate174 -9.76 -18.91 29.42 2.2.1 Female 484.66 478.04
## 719 RMA4 concatenate174 -7.98 -25.07 29.50 2.2.1 Female 484.66 478.04
## 720 RMA4 concatenate174 -10.80 -8.97 29.58 2.2.1 Female 484.66 478.04
## 721 RMA4 concatenate174 -5.83 -5.83 29.67 2.2.1 Female 484.66 478.04
## 722 RMA4 concatenate174 -8.30 -24.78 29.75 2.2.1 Female 484.66 478.04
## 723 RMA4 concatenate174 -4.28 -14.66 29.83 2.2.1 Female 484.66 478.04
## 724 RMA4 concatenate174 -22.46 -15.14 29.92 2.2.1 Female 484.66 478.04
## 725 RMA4 concatenate174 -18.65 -6.44 30.00 2.2.1 Female 484.66 478.04
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## 1870 LS2 22613007 -55.32 -63.26 25.50 Female NA NA
## 1871 LS2 22613007 -71.89 -71.30 25.58 Female NA NA
## 1872 LS2 22613007 -94.42 -65.11 25.67 Female NA NA
## 1873 LS2 22613007 -112.78 -38.92 25.75 Female NA NA
## 1874 LS2 22613007 -19.78 -80.80 25.83 Female NA NA
## 1875 LS2 22613007 -109.23 -29.29 25.92 Female NA NA
## 1876 LS2 22613007 -50.82 -64.89 26.00 Female NA NA
## 1877 LS2 22613007 -46.70 -83.90 26.08 Female NA NA
## 1878 LS2 22613007 -125.23 -8.65 26.17 Female NA NA
## 1879 LS2 22613007 -81.41 -40.49 26.25 Female NA NA
## 1880 LS2 22613007 -65.16 -74.30 26.33 Female NA NA
## 1881 LS2 22613007 -92.51 -35.12 26.42 Female NA NA
## 1882 LS2 22613007 -10.03 -145.54 26.50 Female NA NA
## 1883 LS2 22613007 -80.50 -44.51 26.58 Female NA NA
## 1884 LS2 22613007 -105.33 -38.18 26.67 Female NA NA
## 1885 LS2 22613007 -42.10 -67.09 26.75 Female NA NA
## 1886 LS2 22613007 -111.86 -47.12 26.83 Female NA NA
## 1887 LS2 22613007 -90.21 -63.34 26.92 Female NA NA
## 1888 LS2 22613007 -50.61 -54.27 27.00 Female NA NA
## 1889 LS2 22613007 -64.99 -7.02 27.08 Female NA NA
## 1890 LS2 22613007 -107.28 -18.18 27.17 Female NA NA
## 1891 LS2 22613007 -117.43 -19.16 27.25 Female NA NA
## 1892 LS2 22613007 -61.26 -56.99 27.33 Female NA NA
## 1893 LS2 22613007 -73.76 -96.96 27.42 Female NA NA
## 1894 LS2 22613007 -92.68 -42.63 27.50 Female NA NA
## 1895 LS2 22613007 -110.44 -67.72 27.58 Female NA NA
## 1896 LS2 22613007 -73.29 -33.01 27.67 Female NA NA
## 1897 LS2 22613007 -73.35 -121.54 27.75 Female NA NA
## 1898 LS2 22613007 -83.98 -39.41 27.83 Female NA NA
## 1899 LS2 22613007 -130.24 -57.00 27.92 Female NA NA
## 1900 LS2 22613007 -79.43 -69.05 28.00 Female NA NA
## 1901 LS2 22613007 -60.64 -108.22 28.08 Female NA NA
## 1902 LS2 22613007 -70.70 -118.27 28.17 Female NA NA
## 1903 LS2 22613007 -64.67 -12.14 28.25 Female NA NA
## 1904 LS2 22613007 -73.54 -61.92 28.33 Female NA NA
## 1905 LS2 22613007 -109.81 -28.02 28.42 Female NA NA
## 1906 LS2 22613007 -57.10 -24.15 28.50 Female NA NA
## 1907 LS2 22613007 -80.89 -70.50 28.58 Female NA NA
## 1908 LS2 22613007 -110.31 -41.32 28.67 Female NA NA
## 1909 LS2 22613007 -67.98 -88.74 28.75 Female NA NA
## 1910 LS2 22613007 -51.35 -106.27 28.83 Female NA NA
## 1911 LS2 22613007 -118.09 -59.50 28.92 Female NA NA
## 1912 LS2 22613007 -113.05 -128.93 29.00 Female NA NA
## 1913 LS2 22613007 -60.39 -50.64 29.08 Female NA NA
## 1914 LS2 22613007 -51.98 -117.89 29.17 Female NA NA
## 1915 LS2 22613007 -94.04 -28.75 29.25 Female NA NA
## 1916 LS2 22613007 -47.74 -83.16 29.33 Female NA NA
## 1917 LS2 22613007 -118.54 -64.81 29.42 Female NA NA
## 1918 LS2 22613007 -104.70 -20.52 29.50 Female NA NA
## 1919 LS2 22613007 -116.82 -27.11 29.58 Female NA NA
## 1920 LS2 22613007 -80.40 -7.75 29.67 Female NA NA
## 1921 LS2 22613007 -116.39 -7.73 29.75 Female NA NA
## 1922 LS2 22613007 -45.36 -38.64 29.83 Female NA NA
## 1923 LS2 22613007 -69.12 -69.71 29.92 Female NA NA
## 1924 LS2 22613008 -79.48 -14.17 30.00 Female NA NA
## 1925 LS2 22613008 -80.70 -44.69 30.08 Female NA NA
## 1926 LS2 22613008 -71.93 -63.39 30.17 Female NA NA
## 1927 LS2 22613008 -95.33 -19.65 30.25 Female NA NA
## 1928 LS2 22613008 -89.76 -28.11 30.33 Female NA NA
## 1929 LS2 22613008 -34.71 -92.08 30.42 Female NA NA
## 1930 LS2 22613008 -93.42 -32.99 30.50 Female NA NA
## 1931 LS2 22613008 -81.52 -88.23 30.58 Female NA NA
## 1932 LS2 22613008 -56.93 -70.36 30.67 Female NA NA
## 1933 LS2 22613008 -79.44 -23.89 30.75 Female NA NA
## 1934 LS2 22613008 -64.27 -62.44 30.83 Female NA NA
## 1935 LS2 22613008 -82.25 -21.83 30.92 Female NA NA
## 1936 LS2 22613008 -85.29 -66.98 31.00 Female NA NA
## 1937 LS2 22613008 -97.00 -61.60 31.08 Female NA NA
## 1938 LS2 22613008 -87.38 -56.25 31.17 Female NA NA
## 1939 LS2 22613008 -99.75 -60.69 31.25 Female NA NA
## 1940 LS2 22613008 -59.25 -100.75 31.33 Female NA NA
## 1941 LS2 22613008 -73.44 -84.43 31.42 Female NA NA
## 1942 LS2 22613008 -105.78 -64.89 31.50 Female NA NA
## 1943 LS2 22613008 -123.94 -92.20 31.58 Female NA NA
## 1944 LS2 22613008 -110.18 -56.47 31.67 Female NA NA
## 1945 LS2 22613008 -39.61 -63.41 31.75 Female NA NA
## 1946 LS2 22613008 -113.01 -11.09 31.83 Female NA NA
## 1947 LS2 22613008 -70.60 -52.29 31.92 Female NA NA
## 1948 LS2 22613008 -86.63 -57.33 32.00 Female NA NA
## 1949 LS2 22613008 -93.21 -19.97 32.08 Female NA NA
## 1950 LS2 22613008 -92.15 -34.16 32.17 Female NA NA
## 1951 LS2 22613008 -88.81 -89.42 32.25 Female NA NA
## 1952 LS2 22613008 -109.39 -55.68 32.33 Female NA NA
## 1953 LS2 22613008 -75.61 -116.51 32.42 Female NA NA
## 1954 LS2 22613008 -119.97 -46.12 32.50 Female NA NA
## 1955 LS2 22613008 -112.68 -56.53 32.58 Female NA NA
## 1956 LS2 22613008 -75.26 -6.90 32.67 Female NA NA
## 1957 LS2 22613008 -86.91 -16.72 32.75 Female NA NA
## 1958 LS2 22613008 -93.46 -17.17 32.83 Female NA NA
## 1959 LS2 22613008 -84.83 -67.13 32.92 Female NA NA
## 1960 LS2 22613008 -89.94 -80.78 33.00 Female NA NA
## 1961 LS2 22613008 -89.26 -11.14 33.08 Female NA NA
## 1962 LS2 22613008 -38.33 -128.05 33.17 Female NA NA
## 1963 LS2 22613008 -93.04 -26.51 33.25 Female NA NA
## 1964 LS2 22613008 -111.72 -58.62 33.33 Female NA NA
## 1965 LS2 22613008 -99.17 -123.59 33.42 Female NA NA
## 1966 LS2 22613008 -90.64 -35.71 33.50 Female NA NA
## 1967 LS2 22613008 -92.81 -92.81 33.58 Female NA NA
## 1968 LS2 22613008 -97.73 -66.60 33.67 Female NA NA
## 1969 LS2 22613008 -84.71 -21.85 33.75 Female NA NA
## 1970 LS2 22613008 -84.36 -67.88 33.83 Female NA NA
## 1971 LS2 22613008 -119.94 -25.95 33.92 Female NA NA
## 1972 LS2 22613008 -87.38 -72.12 34.00 Female NA NA
## 1973 LS2 22613008 -90.88 -31.68 34.08 Female NA NA
## 1974 LS2 22613008 -98.60 -83.95 34.17 Female NA NA
## 1975 LS2 22613008 -101.48 -29.46 34.25 Female NA NA
## 1976 LS2 22613008 -110.98 -81.07 34.33 Female NA NA
## 1977 LS2 22613008 -79.15 -55.95 34.42 Female NA NA
## 1978 LS2 22613008 -69.31 -68.09 34.50 Female NA NA
## 1979 LS2 22613008 -93.04 -48.49 34.58 Female NA NA
## 1980 LS2 22613008 -96.15 -40.00 34.67 Female NA NA
## 1981 LS2 22613008 -58.03 -67.18 34.75 Female NA NA
## 1982 LS2 22613008 -50.56 -49.34 34.83 Female NA NA
## 1983 LS2 22613008 -87.10 -13.25 34.92 Female NA NA
## 1984 LS2 22613009 -103.22 -45.85 35.00 Female NA NA
## 1985 LS2 22613009 -57.03 -96.70 35.08 Female NA NA
## 1986 LS2 22613009 -33.29 -103.48 35.17 Female NA NA
## 1987 LS2 22613009 -104.77 -19.32 35.25 Female NA NA
## 1988 LS2 22613009 -69.14 -52.05 35.33 Female NA NA
## 1989 LS2 22613009 -50.02 -54.29 35.42 Female NA NA
## 1990 LS2 22613009 -90.22 -71.91 35.50 Female NA NA
## 1991 LS2 22613009 -92.50 -69.92 35.58 Female NA NA
## 1992 LS2 22613009 -72.01 -39.05 35.67 Female NA NA
## 1993 LS2 22613009 -99.05 -80.74 35.75 Female NA NA
## 1994 LS2 22613009 -88.22 -30.85 35.83 Female NA NA
## 1995 LS2 22613009 -127.55 -43.33 35.92 Female NA NA
## 1996 LS2 22613009 -74.33 -51.75 36.00 Female NA NA
## 1997 LS2 22613009 -81.72 -76.83 36.08 Female NA NA
## 1998 LS2 22613009 -99.36 -76.78 36.17 Female NA NA
## 1999 LS2 22613009 -111.52 -61.47 36.25 Female NA NA
## 2000 LS2 22613009 -86.50 -89.55 36.33 Female NA NA
## 2001 LS2 22613009 -115.48 -48.95 36.42 Female NA NA
## 2002 LS2 22613009 -43.93 -68.95 36.50 Female NA NA
## 2003 LS2 22613009 -51.88 -136.11 36.58 Female NA NA
## 2004 LS2 22613009 -92.98 -26.45 36.67 Female NA NA
## 2005 LS2 22613009 -39.95 -96.10 36.75 Female NA NA
## 2006 LS2 22613009 -87.74 -7.17 36.83 Female NA NA
## 2007 LS2 22613009 -111.57 -39.55 36.92 Female NA NA
## 2008 LS2 22613009 -58.58 -109.85 37.00 Female NA NA
## 2009 LS2 22613009 -119.93 -49.74 37.08 Female NA NA
## 2010 LS2 22613009 -113.74 -49.04 37.17 Female NA NA
## 2011 LS2 22613009 -96.21 -35.79 37.25 Female NA NA
## 2012 LS2 22613009 -67.33 -31.93 37.33 Female NA NA
## 2013 LS2 22613009 -62.54 -36.91 37.42 Female NA NA
## 2014 LS2 22613009 -130.19 -63.67 37.50 Female NA NA
## 2015 LS2 22613009 -70.48 -95.50 37.58 Female NA NA
## 2016 LS2 22613009 -116.21 -25.88 37.67 Female NA NA
## 2017 LS2 22613009 -45.50 -65.64 37.75 Female NA NA
## 2018 LS2 22613009 -87.49 -39.88 37.83 Female NA NA
## 2019 LS2 22613009 -57.91 -46.31 37.92 Female NA NA
## 2020 LS2 22613009 -69.45 -32.82 38.00 Female NA NA
## 2021 LS2 22613009 -105.28 -3.35 38.08 Female NA NA
## 2022 LS2 22613009 -117.36 -41.06 38.17 Female NA NA
## 2023 LS2 22613009 -115.79 -10.20 38.25 Female NA NA
## 2024 LS2 22613009 -114.20 -47.67 38.33 Female NA NA
## 2025 LS2 22613009 -100.21 -40.40 38.42 Female NA NA
## 2026 LS2 22613009 -83.56 -64.63 38.50 Female NA NA
## 2027 LS2 22613009 -122.48 -39.48 38.58 Female NA NA
## 2028 LS2 22613009 -76.64 -90.06 38.67 Female NA NA
## 2029 LS2 22613009 -41.37 -131.09 38.75 Female NA NA
## 2030 LS2 22613009 -48.82 -114.13 38.83 Female NA NA
## 2031 LS2 22613009 -106.13 -38.99 38.92 Female NA NA
## 2032 LS2 22613009 -73.75 -46.90 39.00 Female NA NA
## 2033 LS2 22613009 -79.26 -77.43 39.08 Female NA NA
## 2034 LS2 22613009 -136.17 -39.74 39.17 Female NA NA
## 2035 LS2 22613009 -76.64 -69.32 39.25 Female NA NA
## 2036 LS2 22613009 -51.46 -27.04 39.33 Female NA NA
## 2037 LS2 22613009 -126.18 -30.36 39.42 Female NA NA
## 2038 LS2 22613009 -65.94 -139.18 39.50 Female NA NA
## 2039 LS2 22613009 -85.40 -45.72 39.58 Female NA NA
## 2040 LS2 22613009 -70.71 -83.53 39.67 Female NA NA
## 2041 LS2 22613009 -128.03 -68.83 39.75 Female NA NA
## 2042 LS2 22613009 -105.38 -48.62 39.83 Female NA NA
## 2043 LS2 22613009 -62.94 -50.73 39.92 Female NA NA
## 2044 LS3 22614003 -82.63 -30.75 0.00 Female NA NA
## 2045 LS3 22614003 -70.11 -57.90 0.08 Female NA NA
## 2046 LS3 22614003 -135.26 -28.45 0.17 Female NA NA
## 2047 LS3 22614003 -88.74 -22.22 0.25 Female NA NA
## 2048 LS3 22614003 -79.83 -41.38 0.33 Female NA NA
## 2049 LS3 22614003 -123.43 -22.11 0.42 Female NA NA
## 2050 LS3 22614003 -110.56 -62.96 0.50 Female NA NA
## 2051 LS3 22614003 -92.14 -19.50 0.58 Female NA NA
## 2052 LS3 22614003 -68.31 -46.34 0.67 Female NA NA
## 2053 LS3 22614003 -40.96 -72.08 0.75 Female NA NA
## 2054 LS3 22614003 -68.38 -20.77 0.83 Female NA NA
## 2055 LS3 22614003 -129.19 -8.34 0.92 Female NA NA
## 2056 LS3 22614003 -27.84 -116.34 1.00 Female NA NA
## 2057 LS3 22614003 -35.83 -60.86 1.08 Female NA NA
## 2058 LS3 22614003 -52.34 -76.75 1.17 Female NA NA
## 2059 LS3 22614003 -145.43 -30.08 1.25 Female NA NA
## 2060 LS3 22614003 -114.14 -55.54 1.33 Female NA NA
## 2061 LS3 22614003 -94.51 -24.32 1.42 Female NA NA
## 2062 LS3 22614003 -29.58 -36.29 1.50 Female NA NA
## 2063 LS3 22614003 -64.81 -70.92 1.58 Female NA NA
## 2064 LS3 22614003 -53.04 -2.38 1.67 Female NA NA
## 2065 LS3 22614003 -69.82 -35.64 1.75 Female NA NA
## 2066 LS3 22614003 -107.96 -24.34 1.83 Female NA NA
## 2067 LS3 22614003 -33.58 -58.60 1.92 Female NA NA
## 2068 LS3 22614003 -83.25 -49.68 2.00 Female NA NA
## 2069 LS3 22614003 -76.62 -18.02 2.08 Female NA NA
## 2070 LS3 22614003 -101.46 -13.57 2.17 Female NA NA
## 2071 LS3 22614003 -72.28 -71.67 2.25 Female NA NA
## 2072 LS3 22614003 -122.12 -43.38 2.33 Female NA NA
## 2073 LS3 22614003 -115.72 -35.77 2.42 Female NA NA
## 2074 LS3 22614003 -122.75 -17.16 2.50 Female NA NA
## 2075 LS3 22614003 -117.97 -59.37 2.58 Female NA NA
## 2076 LS3 22614003 -69.65 -40.97 2.67 Female NA NA
## 2077 LS3 22614003 -107.33 -70.10 2.75 Female NA NA
## 2078 LS3 22614003 -120.81 -1.80 2.83 Female NA NA
## 2079 LS3 22614003 -76.46 -47.77 2.92 Female NA NA
## 2080 LS3 22614003 -16.33 10.53 3.00 Female NA NA
## 2081 LS3 22614003 -83.33 -21.69 3.08 Female NA NA
## 2082 LS3 22614003 -67.26 -28.80 3.17 Female NA NA
## 2083 LS3 22614003 -20.93 -53.28 3.25 Female NA NA
## 2084 LS3 22614003 -38.25 -71.21 3.33 Female NA NA
## 2085 LS3 22614003 -23.79 -14.02 3.42 Female NA NA
## 2086 LS3 22614003 -60.51 -51.96 3.50 Female NA NA
## 2087 LS3 22614003 -110.29 -23.62 3.58 Female NA NA
## 2088 LS3 22614003 -54.41 -31.22 3.67 Female NA NA
## 2089 LS3 22614003 -111.22 -21.50 3.75 Female NA NA
## 2090 LS3 22614003 -23.09 -54.82 3.83 Female NA NA
## 2091 LS3 22614003 -109.35 -47.10 3.92 Female NA NA
## 2092 LS3 22614003 -97.55 -44.45 4.00 Female NA NA
## 2093 LS3 22614003 -56.64 -49.92 4.08 Female NA NA
## 2094 LS3 22614003 -144.05 -21.98 4.17 Female NA NA
## 2095 LS3 22614003 -85.40 -45.72 4.25 Female NA NA
## 2096 LS3 22614003 -28.95 -20.40 4.33 Female NA NA
## 2097 LS3 22614003 -21.84 -28.55 4.42 Female NA NA
## 2098 LS3 22614003 -24.41 -28.08 4.50 Female NA NA
## 2099 LS3 22614003 -120.52 -30.19 4.58 Female NA NA
## 2100 LS3 22614003 -69.28 -16.79 4.67 Female NA NA
## 2101 LS3 22614003 -6.89 -76.47 4.75 Female NA NA
## 2102 LS3 22614003 -75.77 -45.26 4.83 Female NA NA
## 2103 LS3 22614003 -97.27 -15.48 4.92 Female NA NA
## 2104 LS3 22614005 -96.31 -42.60 5.00 Female NA NA
## 2105 LS3 22614005 -83.18 -39.24 5.08 Female NA NA
## 2106 LS3 22614005 -74.33 -65.78 5.17 Female NA NA
## 2107 LS3 22614005 -54.63 -121.16 5.25 Female NA NA
## 2108 LS3 22614005 -57.00 -99.11 5.33 Female NA NA
## 2109 LS3 22614005 -76.63 -44.89 5.42 Female NA NA
## 2110 LS3 22614005 -54.47 -48.97 5.50 Female NA NA
## 2111 LS3 22614005 -88.25 -58.95 5.58 Female NA NA
## 2112 LS3 22614005 -164.27 -37.92 5.67 Female NA NA
## 2113 LS3 22614005 -108.68 -24.45 5.75 Female NA NA
## 2114 LS3 22614005 -87.54 -46.03 5.83 Female NA NA
## 2115 LS3 22614005 -108.31 -99.76 5.92 Female NA NA
## 2116 LS3 22614005 -61.76 -33.08 6.00 Female NA NA
## 2117 LS3 22614005 -117.15 -143.40 6.08 Female NA NA
## 2118 LS3 22614005 -42.72 -125.72 6.17 Female NA NA
## 2119 LS3 22614005 -35.78 -27.24 6.25 Female NA NA
## 2120 LS3 22614005 -98.54 -62.53 6.33 Female NA NA
## 2121 LS3 22614005 -87.53 -23.44 6.42 Female NA NA
## 2122 LS3 22614005 -55.11 -31.31 6.50 Female NA NA
## 2123 LS3 22614005 -28.79 -35.50 6.58 Female NA NA
## 2124 LS3 22614005 -56.47 -38.77 6.67 Female NA NA
## 2125 LS3 22614005 -115.55 -16.67 6.75 Female NA NA
## 2126 LS3 22614005 -59.23 -20.17 6.83 Female NA NA
## 2127 LS3 22614005 -112.15 -56.61 6.92 Female NA NA
## 2128 LS3 22614005 -86.24 -30.70 7.00 Female NA NA
## 2129 LS3 22614005 -17.87 -36.79 7.08 Female NA NA
## 2130 LS3 22614005 -101.41 -47.09 7.17 Female NA NA
## 2131 LS3 22614005 -96.78 -24.76 7.25 Female NA NA
## 2132 LS3 22614005 -103.22 -39.75 7.33 Female NA NA
## 2133 LS3 22614005 -58.44 -46.84 7.42 Female NA NA
## 2134 LS3 22614005 -83.72 -19.02 7.50 Female NA NA
## 2135 LS3 22614005 -92.29 -44.68 7.58 Female NA NA
## 2136 LS3 22614005 -120.79 -59.75 7.67 Female NA NA
## 2137 LS3 22614005 -84.30 -53.78 7.75 Female NA NA
## 2138 LS3 22614005 -80.93 -57.13 7.83 Female NA NA
## 2139 LS3 22614005 -28.37 -92.45 7.92 Female NA NA
## 2140 LS3 22614005 -70.53 -51.00 8.00 Female NA NA
## 2141 LS3 22614005 -43.01 -46.06 8.08 Female NA NA
## 2142 LS3 22614005 -75.10 -64.72 8.17 Female NA NA
## 2143 LS3 22614005 -96.72 -47.89 8.25 Female NA NA
## 2144 LS3 22614005 -77.05 -26.39 8.33 Female NA NA
## 2145 LS3 22614005 -107.27 -29.75 8.42 Female NA NA
## 2146 LS3 22614005 -51.23 -18.88 8.50 Female NA NA
## 2147 LS3 22614005 -121.23 -22.97 8.58 Female NA NA
## 2148 LS3 22614005 -67.42 -32.63 8.67 Female NA NA
## 2149 LS3 22614005 -102.48 -46.94 8.75 Female NA NA
## 2150 LS3 22614005 -16.68 -36.21 8.83 Female NA NA
## 2151 LS3 22614005 -48.26 -30.56 8.92 Female NA NA
## 2152 LS3 22614005 -33.77 -85.65 9.00 Female NA NA
## 2153 LS3 22614005 -85.81 -22.95 9.08 Female NA NA
## 2154 LS3 22614005 -34.82 -47.02 9.17 Female NA NA
## 2155 LS3 22614005 -71.48 -29.98 9.25 Female NA NA
## 2156 LS3 22614005 -90.57 -35.03 9.33 Female NA NA
## 2157 LS3 22614005 -40.96 -70.86 9.42 Female NA NA
## 2158 LS3 22614005 -46.10 -54.65 9.50 Female NA NA
## 2159 LS3 22614005 -50.66 -56.76 9.58 Female NA NA
## 2160 LS3 22614005 -53.73 -26.87 9.67 Female NA NA
## 2161 LS3 22614005 -49.57 -47.73 9.75 Female NA NA
## 2162 LS3 22614005 -41.68 -11.77 9.83 Female NA NA
## 2163 LS3 22614005 -51.10 -56.59 9.92 Female NA NA
## 2164 LS3 22614005 -37.60 -24.17 10.00 Female NA NA
## 2165 LS3 22614005 -34.57 -104.15 10.08 Female NA NA
## 2166 LS3 22614005 0.89 -50.99 10.17 Female NA NA
## 2167 LS3 22614005 -47.53 -38.38 10.25 Female NA NA
## 2168 LS3 22614005 -60.26 -27.30 10.33 Female NA NA
## 2169 LS3 22614005 -101.52 -14.85 10.42 Female NA NA
## 2170 LS3 22614006 -28.33 -31.99 10.50 Female NA NA
## 2171 LS3 22614006 -60.52 -14.13 10.58 Female NA NA
## 2172 LS3 22614006 -54.42 -66.63 10.67 Female NA NA
## 2173 LS3 22614006 -93.51 -82.52 10.75 Female NA NA
## 2174 LS3 22614006 -23.08 -88.39 10.83 Female NA NA
## 2175 LS3 22614006 -52.24 -22.95 10.92 Female NA NA
## 2176 LS3 22614006 -16.57 -69.06 11.00 Female NA NA
## 2177 LS3 22614006 -44.54 -35.38 11.08 Female NA NA
## 2178 LS3 22614006 -116.28 -38.76 11.17 Female NA NA
## 2179 LS3 22614006 -29.98 -26.32 11.25 Female NA NA
## 2180 LS3 22614006 -59.52 -24.73 11.33 Female NA NA
## 2181 LS3 22614006 -56.98 -33.18 11.42 Female NA NA
## 2182 LS3 22614006 -62.65 -24.20 11.50 Female NA NA
## 2183 LS3 22614006 -35.34 -68.30 11.58 Female NA NA
## 2184 LS3 22614006 -73.87 -29.32 11.67 Female NA NA
## 2185 LS3 22614006 -84.56 -46.10 11.75 Female NA NA
## 2186 LS3 22614006 -101.18 -30.99 11.83 Female NA NA
## 2187 LS3 22614006 -54.26 -36.56 11.92 Female NA NA
## 2188 LS3 22614006 -23.18 -30.50 12.00 Female NA NA
## 2189 LS3 22614006 -37.31 -25.72 12.08 Female NA NA
## 2190 LS3 22614006 -37.51 -55.82 12.17 Female NA NA
## 2191 LS3 22614006 -62.53 -33.84 12.25 Female NA NA
## 2192 LS3 22614006 -33.76 -84.42 12.33 Female NA NA
## 2193 LS3 22614006 -61.25 -55.15 12.42 Female NA NA
## 2194 LS3 22614006 -88.48 -8.53 12.50 Female NA NA
## 2195 LS3 22614006 -24.41 -64.09 12.58 Female NA NA
## 2196 LS3 22614006 -73.44 -22.17 12.67 Female NA NA
## 2197 LS3 22614006 -33.86 -45.46 12.75 Female NA NA
## 2198 LS3 22614006 -25.56 -26.78 12.83 Female NA NA
## 2199 LS3 22614006 -38.32 -60.90 12.92 Female NA NA
## 2200 LS3 22614006 -42.33 -25.85 13.00 Female NA NA
## 2201 LS3 22614006 -55.96 -73.05 13.08 Female NA NA
## 2202 LS3 22614006 -50.93 -53.37 13.17 Female NA NA
## 2203 LS3 22614006 -40.03 -29.65 13.25 Female NA NA
## 2204 LS3 22614006 -47.02 -36.65 13.33 Female NA NA
## 2205 LS3 22614006 -2.81 -24.17 13.42 Female NA NA
## 2206 LS3 22614006 -47.04 -49.48 13.50 Female NA NA
## 2207 LS3 22614006 -22.71 -56.28 13.58 Female NA NA
## 2208 LS3 22614006 -130.38 -23.57 13.67 Female NA NA
## 2209 LS3 22614006 -37.30 -50.73 13.75 Female NA NA
## 2210 LS3 22614006 -87.79 -40.18 13.83 Female NA NA
## 2211 LS3 22614006 -39.58 -35.31 13.92 Female NA NA
## 2212 LS3 22614006 -101.05 -58.93 14.00 Female NA NA
## 2213 LS3 22614006 -68.25 -45.06 14.08 Female NA NA
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## 4915 LS9 22709019 -87.01 -34.52 13.42 Female NA NA
## 4916 LS9 22709019 -60.15 -66.25 13.50 Female NA NA
## 4917 LS9 22709019 -25.81 -36.19 13.58 Female NA NA
## 4918 LS9 22709019 -58.60 -42.12 13.67 Female NA NA
## 4919 LS9 22709019 -71.97 -69.53 13.75 Female NA NA
## 4920 LS9 22709019 -28.86 -55.10 13.83 Female NA NA
## 4921 LS9 22709019 -87.75 -59.06 13.92 Female NA NA
## 4922 LS9 22709019 -51.69 -10.80 14.00 Female NA NA
## 4923 LS9 22709019 -71.31 -3.56 14.08 Female NA NA
## 4924 LS9 22709019 -73.33 -62.35 14.17 Female NA NA
## 4925 LS9 22709019 -73.36 -56.88 14.25 Female NA NA
## 4926 LS9 22709019 -79.78 -53.53 14.33 Female NA NA
## 4927 LS9 22709019 -49.47 -59.24 14.42 Female NA NA
## 4928 LS9 22709019 -63.98 -16.37 14.50 Female NA NA
## 4929 LS9 22709019 -59.08 -16.35 14.58 Female NA NA
## 4930 LS9 22709019 -25.64 -7.94 14.67 Female NA NA
## 4931 LS9 22709019 -54.12 -44.97 14.75 Female NA NA
## 4932 LS9 22709019 -56.96 -41.09 14.83 Female NA NA
## 4933 LS9 22709019 -83.82 -24.62 14.92 Female NA NA
## 4934 LS9 22709020 -69.61 -42.75 15.00 Female NA NA
## 4935 LS9 22709020 -10.15 -66.30 15.08 Female NA NA
## 4936 LS9 22709020 -78.43 -77.82 15.17 Female NA NA
## 4937 LS9 22709020 -42.45 -83.95 15.25 Female NA NA
## 4938 LS9 22709020 -84.18 -54.28 15.33 Female NA NA
## 4939 LS9 22709020 -26.53 -6.39 15.42 Female NA NA
## 4940 LS9 22709020 -59.97 -28.23 15.50 Female NA NA
## 4941 LS9 22709020 -80.83 -63.74 15.58 Female NA NA
## 4942 LS9 22709020 -61.73 -65.39 15.67 Female NA NA
## 4943 LS9 22709020 -92.69 -56.07 15.75 Female NA NA
## 4944 LS9 22709020 -70.96 -47.77 15.83 Female NA NA
## 4945 LS9 22709020 -58.91 -64.40 15.92 Female NA NA
## 4946 LS9 22709020 -30.98 -70.66 16.00 Female NA NA
## 4947 LS9 22709020 -69.64 -57.44 16.08 Female NA NA
## 4948 LS9 22709020 -29.55 -77.16 16.17 Female NA NA
## 4949 LS9 22709020 -3.86 -121.05 16.25 Female NA NA
## 4950 LS9 22709020 -83.65 -61.67 16.33 Female NA NA
## 4951 LS9 22709020 -52.11 -50.28 16.42 Female NA NA
## 4952 LS9 22709020 -93.23 -5.95 16.50 Female NA NA
## 4953 LS9 22709020 -73.12 2.57 16.58 Female NA NA
## 4954 LS9 22709020 -85.47 0.59 16.67 Female NA NA
## 4955 LS9 22709020 -70.37 -19.71 16.75 Female NA NA
## 4956 LS9 22709020 -19.41 -46.26 16.83 Female NA NA
## 4957 LS9 22709020 -66.77 -68.60 16.92 Female NA NA
## 4958 LS9 22709020 -77.77 -19.18 17.00 Female NA NA
## 4959 LS9 22709020 -76.02 -78.47 17.08 Female NA NA
## 4960 LS9 22709020 -81.89 -28.79 17.17 Female NA NA
## 4961 LS9 22709020 -66.49 -65.27 17.25 Female NA NA
## 4962 LS9 22709020 -24.67 -42.98 17.33 Female NA NA
## 4963 LS9 22709020 -75.19 -94.72 17.42 Female NA NA
## 4964 LS9 22709020 -62.44 -92.96 17.50 Female NA NA
## 4965 LS9 22709020 -89.28 -42.90 17.58 Female NA NA
## 4966 LS9 22709020 -67.08 -35.95 17.67 Female NA NA
## 4967 LS9 22709020 -70.43 -83.25 17.75 Female NA NA
## 4968 LS9 22709020 -34.91 -38.57 17.83 Female NA NA
## 4969 LS9 22709020 -92.57 -75.48 17.92 Female NA NA
## 4970 LS9 22709020 -36.87 -76.55 18.00 Female NA NA
## 4971 LS9 22709020 -29.41 -53.83 18.08 Female NA NA
## 4972 LS9 22709020 -43.94 -85.44 18.17 Female NA NA
## 4973 LS9 22709020 -73.04 -19.32 18.25 Female NA NA
## 4974 LS9 22709020 -69.95 -52.86 18.33 Female NA NA
## 4975 LS9 22709020 -72.71 -57.45 18.42 Female NA NA
## 4976 LS9 22709020 -64.82 -28.81 18.50 Female NA NA
## 4977 LS9 22709020 -78.84 -6.82 18.58 Female NA NA
## 4978 LS9 22709020 -65.39 -68.44 18.67 Female NA NA
## 4979 LS9 22709020 -6.09 -84.21 18.75 Female NA NA
## 4980 LS9 22709020 -38.02 -77.08 18.83 Female NA NA
## 4981 LS9 22709020 -58.87 -140.05 18.92 Female NA NA
## 4982 LS9 22709020 -51.24 -64.06 19.00 Female NA NA
## 4983 LS9 22709020 -42.76 -67.78 19.08 Female NA NA
## 4984 LS9 22709020 -5.65 -72.17 19.17 Female NA NA
## 4985 LS9 22709020 -40.18 -60.93 19.25 Female NA NA
## 4986 LS9 22709020 -41.76 -58.85 19.33 Female NA NA
## 4987 LS9 22709020 -38.08 -14.89 19.42 Female NA NA
## 4988 LS9 22709020 -53.37 -51.54 19.50 Female NA NA
## 4989 LS9 22709020 -67.33 -56.95 19.58 Female NA NA
## 4990 LS9 22709020 -67.13 -22.57 19.67 Female NA NA
## 4991 LS9 22709020 -59.65 -60.87 19.75 Female NA NA
## 4992 LS9 22709020 -1.63 -107.22 19.83 Female NA NA
## 4993 LS9 22709020 -30.90 -5.88 19.92 Female NA NA
## 4994 LS9 22709021 -71.86 -67.59 20.00 Female NA NA
## 4995 LS9 22709021 -76.16 -30.38 20.08 Female NA NA
## 4996 LS9 22709021 -38.43 -58.57 20.17 Female NA NA
## 4997 LS9 22709021 -45.17 -69.58 20.25 Female NA NA
## 4998 LS9 22709021 -31.09 -86.02 20.33 Female NA NA
## 4999 LS9 22709021 -80.36 -65.10 20.42 Female NA NA
## 5000 LS9 22709021 -74.27 -49.85 20.50 Female NA NA
## 5001 LS9 22709021 -82.33 -98.19 20.58 Female NA NA
## 5002 LS9 22709021 -66.64 -37.95 20.67 Female NA NA
## 5003 LS9 22709021 -30.76 -57.01 20.75 Female NA NA
## 5004 LS9 22709021 -50.14 -46.48 20.83 Female NA NA
## 5005 LS9 22709021 -61.28 -74.71 20.92 Female NA NA
## 5006 LS9 22709021 -47.19 -85.65 21.00 Female NA NA
## 5007 LS9 22709021 -6.72 -98.28 21.08 Female NA NA
## 5008 LS9 22709021 10.71 -47.28 21.17 Female NA NA
## 5009 LS9 22709021 -81.54 -65.68 21.25 Female NA NA
## 5010 LS9 22709021 -26.84 -74.44 21.33 Female NA NA
## 5011 LS9 22709021 -8.10 -36.17 21.42 Female NA NA
## 5012 LS9 22709021 -35.40 -76.90 21.50 Female NA NA
## 5013 LS9 22709021 -42.01 -22.48 21.58 Female NA NA
## 5014 LS9 22709021 -30.40 -90.83 21.67 Female NA NA
## 5015 LS9 22709021 -102.11 -75.86 21.75 Female NA NA
## 5016 LS9 22709021 -72.08 -84.89 21.83 Female NA NA
## 5017 LS9 22709021 -45.88 -39.17 21.92 Female NA NA
## 5018 LS9 22709021 -49.31 -21.85 22.00 Female NA NA
## 5019 LS9 22709021 -87.41 -38.58 22.08 Female NA NA
## 5020 LS9 22709021 -40.29 -58.60 22.17 Female NA NA
## 5021 LS9 22709021 -28.06 -87.87 22.25 Female NA NA
## 5022 LS9 22709021 -46.57 -32.53 22.33 Female NA NA
## 5023 LS9 22709021 -90.08 -112.05 22.42 Female NA NA
## 5024 LS9 22709021 -79.82 -40.76 22.50 Female NA NA
## 5025 LS9 22709021 -58.32 -108.97 22.58 Female NA NA
## 5026 LS9 22709021 -51.72 -32.80 22.67 Female NA NA
## 5027 LS9 22709021 -78.16 -53.75 22.75 Female NA NA
## 5028 LS9 22709021 -23.35 -70.96 22.83 Female NA NA
## 5029 LS9 22709021 -30.56 -31.78 22.92 Female NA NA
## 5030 LS9 22709021 -92.20 -61.07 23.00 Female NA NA
## 5031 LS9 22709021 -96.20 -22.96 23.08 Female NA NA
## 5032 LS9 22709021 -64.04 -42.07 23.17 Female NA NA
## 5033 LS9 22709021 -0.90 -86.35 23.25 Female NA NA
## 5034 LS9 22709021 -102.40 -49.91 23.33 Female NA NA
## 5035 LS9 22709021 -100.82 -55.66 23.42 Female NA NA
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## 5037 LS9 22709021 -80.07 -53.83 23.58 Female NA NA
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## 5039 LS9 22709021 -53.67 -53.06 23.75 Female NA NA
## 5040 LS9 22709021 -50.24 -8.73 23.83 Female NA NA
## 5041 LS9 22709021 -68.52 -6.27 23.92 Female NA NA
## 5042 LS9 22709021 -90.23 -31.64 24.00 Female NA NA
## 5043 LS9 22709021 -45.91 -253.43 24.08 Female NA NA
## 5044 LS9 22709021 -60.47 -32.39 24.17 Female NA NA
## 5045 LS9 22709021 -75.39 -72.34 24.25 Female NA NA
## 5046 LS9 22709021 -85.12 -39.95 24.33 Female NA NA
## 5047 LS9 22709021 -65.27 -42.69 24.42 Female NA NA
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## 5049 LS9 22709021 -80.64 -22.04 24.58 Female NA NA
## 5050 LS9 22709021 -11.53 -35.34 24.67 Female NA NA
## 5051 LS9 22709021 -90.57 -44.19 24.75 Female NA NA
## 5052 LS9 22709021 -12.78 -46.96 24.83 Female NA NA
## 5053 LS9 22709021 -105.12 -55.68 24.92 Female NA NA
## 5054 LS9 22709022 -66.61 -76.98 25.00 Female NA NA
## 5055 LS9 22709022 -93.01 -39.90 25.08 Female NA NA
## 5056 LS9 22709022 -45.39 -60.64 25.17 Female NA NA
## 5057 LS9 22709022 -19.90 -72.39 25.25 Female NA NA
## 5058 LS9 22709022 -23.80 -23.81 25.33 Female NA NA
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## 5061 LS9 22709022 -32.02 -77.78 25.58 Female NA NA
## 5062 LS9 22709022 -48.69 -6.57 25.67 Female NA NA
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## 5073 LS9 22709022 2.76 -109.50 26.58 Female NA NA
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## 5116 LS9 22709023 -74.40 -26.79 30.17 Female NA NA
## 5117 LS9 22709023 -78.43 -44.26 30.25 Female NA NA
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## 5119 LS9 22709023 -91.84 -96.12 30.42 Female NA NA
## 5120 LS9 22709023 -89.04 -40.22 30.50 Female NA NA
## 5121 LS9 22709023 -54.48 -75.26 30.58 Female NA NA
## 5122 LS9 22709023 -74.38 -32.89 30.67 Female NA NA
## 5123 LS9 22709023 -88.07 -74.04 30.75 Female NA NA
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## 5125 LS9 22709023 -6.11 -86.08 30.92 Female NA NA
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## 5135 LS9 22709023 -74.34 -33.92 31.75 Female NA NA
## 5136 LS9 22709023 -70.43 -48.46 31.83 Female NA NA
## 5137 LS9 22709023 -115.12 -43.09 31.92 Female NA NA
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## 5140 LS9 22709023 -76.11 -80.38 32.17 Female NA NA
## 5141 LS9 22709023 -67.23 -78.84 32.25 Female NA NA
## 5142 LS9 22709023 -61.72 -4.95 32.33 Female NA NA
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## 5145 LS9 22709023 -9.05 -85.35 32.58 Female NA NA
## 5146 LS9 22709023 -111.74 -59.25 32.67 Female NA NA
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## 5148 LS9 22709023 -59.75 -53.65 32.83 Female NA NA
## 5149 LS9 22709023 -70.83 -61.65 32.92 Female NA NA
## 5150 LS9 22709023 -91.63 -83.09 33.00 Female NA NA
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## 5156 LS9 22709023 -84.21 -67.13 33.50 Female NA NA
## 5157 LS9 22709023 -45.24 -69.65 33.58 Female NA NA
## 5158 LS9 22709023 -103.30 -37.99 33.67 Female NA NA
## 5159 LS9 22709023 -11.57 -79.32 33.75 Female NA NA
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## 5161 LS9 22709023 -65.01 -43.03 33.92 Female NA NA
## 5162 LS9 22709023 -7.50 -50.83 34.00 Female NA NA
## 5163 LS9 22709023 -69.78 -93.56 34.08 Female NA NA
## 5164 LS9 22709023 -42.41 -86.37 34.17 Female NA NA
## 5165 LS9 22709023 -50.80 -32.48 34.25 Female NA NA
## 5166 LS9 22709023 -25.43 -52.27 34.33 Female NA NA
## 5167 LS9 22709023 -94.37 -62.02 34.42 Female NA NA
## 5168 LS9 22709023 -93.78 -40.66 34.50 Female NA NA
## 5169 LS9 22709023 -7.06 -21.11 34.58 Female NA NA
## 5170 LS9 22709023 -14.35 -84.54 34.67 Female NA NA
## 5171 LS9 22709023 -68.04 -35.08 34.75 Female NA NA
## 5172 LS9 22709023 -7.86 -89.03 34.83 Female NA NA
## 5173 LS9 22709023 -35.34 -42.68 34.92 Female NA NA
## 5174 RMA1 2025_05_14_0004 -88.27 -96.81 0.00 1.1.3 Female NA NA
## 5175 RMA1 2025_05_14_0004 -195.71 -154.81 0.08 1.1.3 Female NA NA
## 5176 RMA1 2025_05_14_0004 -124.91 -70.59 0.17 1.1.3 Female NA NA
## 5177 RMA1 2025_05_14_0004 -132.86 -38.26 0.25 1.1.3 Female NA NA
## 5178 RMA1 2025_05_14_0004 -96.29 -56.01 0.33 1.1.3 Female NA NA
## 5179 RMA1 2025_05_14_0004 -136.23 -60.55 0.42 1.1.3 Female NA NA
## 5180 RMA1 2025_05_14_0004 -105.51 -82.93 0.50 1.1.3 Female NA NA
## 5181 RMA1 2025_05_14_0004 -108.84 -156.44 0.58 1.1.3 Female NA NA
## 5182 RMA1 2025_05_14_0004 -159.62 -76.62 0.67 1.1.3 Female NA NA
## 5183 RMA1 2025_05_14_0004 -118.09 -199.26 0.75 1.1.3 Female NA NA
## 5184 RMA1 2025_05_14_0004 -104.58 -48.43 0.83 1.1.3 Female NA NA
## 5185 RMA1 2025_05_14_0004 -89.96 -137.57 0.92 1.1.3 Female NA NA
## 5186 RMA1 2025_05_14_0004 -31.98 -97.29 1.00 1.1.3 Female NA NA
## 5187 RMA1 2025_05_14_0004 -97.38 -78.46 1.08 1.1.3 Female NA NA
## 5188 RMA1 2025_05_14_0004 -90.58 -138.19 1.17 1.1.3 Female NA NA
## 5189 RMA1 2025_05_14_0004 -48.62 -111.49 1.25 1.1.3 Female NA NA
## 5190 RMA1 2025_05_14_0004 -127.27 -131.54 1.33 1.1.3 Female NA NA
## 5191 RMA1 2025_05_14_0004 -53.40 -133.35 1.42 1.1.3 Female NA NA
## 5192 RMA1 2025_05_14_0004 -101.35 -122.71 1.50 1.1.3 Female NA NA
## 5193 RMA1 2025_05_14_0004 -69.42 -105.43 1.58 1.1.3 Female NA NA
## 5194 RMA1 2025_05_14_0004 -77.60 -125.21 1.67 1.1.3 Female NA NA
## 5195 RMA1 2025_05_14_0004 -53.20 -72.74 1.75 1.1.3 Female NA NA
## 5196 RMA1 2025_05_14_0004 -60.33 -108.55 1.83 1.1.3 Female NA NA
## 5197 RMA1 2025_05_14_0004 -83.14 -127.08 1.92 1.1.3 Female NA NA
## 5198 RMA1 2025_05_14_0004 -92.54 -53.48 2.00 1.1.3 Female NA NA
## 5199 RMA1 2025_05_14_0004 -161.33 -58.79 2.08 1.1.3 Female NA NA
## 5200 RMA1 2025_05_14_0004 -55.91 -164.55 2.17 1.1.3 Female NA NA
## 5201 RMA1 2025_05_14_0004 -112.47 -114.91 2.25 1.1.3 Female NA NA
## 5202 RMA1 2025_05_14_0004 -66.50 -144.02 2.33 1.1.3 Female NA NA
## 5203 RMA1 2025_05_14_0004 -58.59 -66.53 2.42 1.1.3 Female NA NA
## 5204 RMA1 2025_05_14_0004 -80.57 -98.88 2.50 1.1.3 Female NA NA
## 5205 RMA1 2025_05_14_0004 -44.40 -107.87 2.58 1.1.3 Female NA NA
## 5206 RMA1 2025_05_14_0004 -143.49 -174.62 2.67 1.1.3 Female NA NA
## 5207 RMA1 2025_05_14_0004 -73.03 -100.49 2.75 1.1.3 Female NA NA
## 5208 RMA1 2025_05_14_0004 -36.13 -139.89 2.83 1.1.3 Female NA NA
## 5209 RMA1 2025_05_14_0004 -167.28 -88.54 2.92 1.1.3 Female NA NA
## 5210 RMA1 2025_05_14_0004 -47.81 -177.81 3.00 1.1.3 Female NA NA
## 5211 RMA1 2025_05_14_0004 -84.32 -121.55 3.08 1.1.3 Female NA NA
## 5212 RMA1 2025_05_14_0004 -108.98 -102.88 3.17 1.1.3 Female NA NA
## 5213 RMA1 2025_05_14_0004 -95.53 -97.97 3.25 1.1.3 Female NA NA
## 5214 RMA1 2025_05_14_0004 -85.80 -99.23 3.33 1.1.3 Female NA NA
## 5215 RMA1 2025_05_14_0004 -148.22 -151.27 3.42 1.1.3 Female NA NA
## 5216 RMA1 2025_05_14_0004 -33.13 -137.50 3.50 1.1.3 Female NA NA
## 5217 RMA1 2025_05_14_0004 -64.50 -140.80 3.58 1.1.3 Female NA NA
## 5218 RMA1 2025_05_14_0004 -70.08 -146.37 3.67 1.1.3 Female NA NA
## 5219 RMA1 2025_05_14_0004 -100.41 -121.16 3.75 1.1.3 Female NA NA
## 5220 RMA1 2025_05_14_0004 -89.95 -106.43 3.83 1.1.3 Female NA NA
## 5221 RMA1 2025_05_14_0004 -122.91 -60.66 3.92 1.1.3 Female NA NA
## 5222 RMA1 2025_05_14_0004 -116.02 -153.25 4.00 1.1.3 Female NA NA
## 5223 RMA1 2025_05_14_0004 -84.92 -90.41 4.08 1.1.3 Female NA NA
## 5224 RMA1 2025_05_14_0004 -92.22 -55.60 4.17 1.1.3 Female NA NA
## 5225 RMA1 2025_05_14_0004 -136.72 -142.82 4.25 1.1.3 Female NA NA
## 5226 RMA1 2025_05_14_0004 -130.45 -125.56 4.33 1.1.3 Female NA NA
## 5227 RMA1 2025_05_14_0004 -70.86 -104.43 4.42 1.1.3 Female NA NA
## 5228 RMA1 2025_05_14_0004 -48.20 -93.98 4.50 1.1.3 Female NA NA
## 5229 RMA1 2025_05_14_0004 -61.82 -111.26 4.58 1.1.3 Female NA NA
## 5230 RMA1 2025_05_14_0004 -107.41 -151.97 4.67 1.1.3 Female NA NA
## 5231 RMA1 2025_05_14_0004 -133.03 -90.92 4.75 1.1.3 Female NA NA
## 5232 RMA1 2025_05_14_0004 -34.33 -128.94 4.83 1.1.3 Female NA NA
## 5233 RMA1 2025_05_14_0004 -76.03 -165.14 4.92 1.1.3 Female NA NA
## 5234 RMA1 concatenate176 -92.83 -64.75 5.00 1.1.3 Female NA NA
## 5235 RMA1 concatenate176 -151.77 -102.33 5.08 1.1.3 Female NA NA
## 5236 RMA1 concatenate176 -85.08 -97.29 5.17 1.1.3 Female NA NA
## 5237 RMA1 concatenate176 -137.04 -85.16 5.25 1.1.3 Female NA NA
## 5238 RMA1 concatenate176 -182.41 -54.24 5.33 1.1.3 Female NA NA
## 5239 RMA1 concatenate176 -236.97 -114.29 5.42 1.1.3 Female NA NA
## 5240 RMA1 concatenate176 -166.01 -133.66 5.50 1.1.3 Female NA NA
## 5241 RMA1 concatenate176 -193.95 -117.65 5.58 1.1.3 Female NA NA
## 5242 RMA1 concatenate176 -273.93 -83.50 5.67 1.1.3 Female NA NA
## 5243 RMA1 concatenate176 -231.07 -162.10 5.75 1.1.3 Female NA NA
## 5244 RMA1 concatenate176 -189.41 -174.76 5.83 1.1.3 Female NA NA
## 5245 RMA1 concatenate176 -228.39 -172.24 5.92 1.1.3 Female NA NA
## 5246 RMA1 concatenate176 -286.54 -96.72 6.00 1.1.3 Female NA NA
## 5247 RMA1 concatenate176 -202.59 -126.29 6.08 1.1.3 Female NA NA
## 5248 RMA1 concatenate176 -232.30 -96.19 6.17 1.1.3 Female NA NA
## 5249 RMA1 concatenate176 -214.08 -184.78 6.25 1.1.3 Female NA NA
## 5250 RMA1 concatenate176 -198.72 -163.93 6.33 1.1.3 Female NA NA
## 5251 RMA1 concatenate176 -178.56 -176.12 6.42 1.1.3 Female NA NA
## 5252 RMA1 concatenate176 -244.73 -112.89 6.50 1.1.3 Female NA NA
## 5253 RMA1 concatenate176 -236.46 -130.25 6.58 1.1.3 Female NA NA
## 5254 RMA1 concatenate176 -172.54 -128.59 6.67 1.1.3 Female NA NA
## 5255 RMA1 concatenate176 -230.18 -106.28 6.75 1.1.3 Female NA NA
## 5256 RMA1 concatenate176 -234.73 -116.32 6.83 1.1.3 Female NA NA
## 5257 RMA1 concatenate176 -267.38 -96.48 6.92 1.1.3 Female NA NA
## 5258 RMA1 concatenate176 -276.98 -133.55 7.00 1.1.3 Female NA NA
## 5259 RMA1 concatenate176 -234.85 -98.74 7.08 1.1.3 Female NA NA
## 5260 RMA1 concatenate176 -253.47 -111.87 7.17 1.1.3 Female NA NA
## 5261 RMA1 concatenate176 -299.59 -134.79 7.25 1.1.3 Female NA NA
## 5262 RMA1 concatenate176 -209.49 -150.89 7.33 1.1.3 Female NA NA
## 5263 RMA1 concatenate176 -205.27 -105.17 7.42 1.1.3 Female NA NA
## 5264 RMA1 concatenate176 -199.11 -126.48 7.50 1.1.3 Female NA NA
## 5265 RMA1 concatenate176 -239.39 -135.02 7.58 1.1.3 Female NA NA
## 5266 RMA1 concatenate176 -182.37 -121.34 7.67 1.1.3 Female NA NA
## 5267 RMA1 concatenate176 -211.10 -131.76 7.75 1.1.3 Female NA NA
## 5268 RMA1 concatenate176 -180.78 -148.44 7.83 1.1.3 Female NA NA
## 5269 RMA1 concatenate176 -273.99 -91.50 7.92 1.1.3 Female NA NA
## 5270 RMA1 concatenate176 -218.48 -115.33 8.00 1.1.3 Female NA NA
## 5271 RMA1 concatenate176 -194.49 -178.01 8.08 1.1.3 Female NA NA
## 5272 RMA1 concatenate176 -186.33 -94.16 8.17 1.1.3 Female NA NA
## 5273 RMA1 concatenate176 -218.85 -113.26 8.25 1.1.3 Female NA NA
## 5274 RMA1 concatenate176 -164.32 -100.84 8.33 1.1.3 Female NA NA
## 5275 RMA1 concatenate176 -195.38 -114.82 8.42 1.1.3 Female NA NA
## 5276 RMA1 concatenate176 -237.03 -116.18 8.50 1.1.3 Female NA NA
## 5277 RMA1 concatenate176 -178.60 -82.16 8.58 1.1.3 Female NA NA
## 5278 RMA1 concatenate176 -245.25 -149.42 8.67 1.1.3 Female NA NA
## 5279 RMA1 concatenate176 -209.28 -100.64 8.75 1.1.3 Female NA NA
## 5280 RMA1 concatenate176 -228.53 -110.73 8.83 1.1.3 Female NA NA
## 5281 RMA1 concatenate176 -233.24 -145.96 8.92 1.1.3 Female NA NA
## 5282 RMA1 concatenate176 -154.77 -102.28 9.00 1.1.3 Female NA NA
## 5283 RMA1 concatenate176 -196.85 -164.50 9.08 1.1.3 Female NA NA
## 5284 RMA1 concatenate176 -155.96 -113.24 9.17 1.1.3 Female NA NA
## 5285 RMA1 concatenate176 -200.65 -148.15 9.25 1.1.3 Female NA NA
## 5286 RMA1 concatenate176 -186.48 -156.57 9.33 1.1.3 Female NA NA
## 5287 RMA1 concatenate176 -128.71 -142.14 9.42 1.1.3 Female NA NA
## 5288 RMA1 concatenate176 -139.00 -123.74 9.50 1.1.3 Female NA NA
## 5289 RMA1 concatenate176 -228.49 -94.82 9.58 1.1.3 Female NA NA
## 5290 RMA1 concatenate176 -200.65 -151.82 9.67 1.1.3 Female NA NA
## 5291 RMA1 concatenate176 -156.39 -146.01 9.75 1.1.3 Female NA NA
## 5292 RMA1 concatenate176 -238.17 -55.67 9.83 1.1.3 Female NA NA
## 5293 RMA1 concatenate176 -248.17 -58.96 9.92 1.1.3 Female NA NA
## 5294 RMA1 concatenate176 -102.25 -218.22 10.00 1.1.3 Female NA NA
## 5295 RMA1 concatenate176 -71.97 -182.44 10.08 1.1.3 Female NA NA
## 5296 RMA1 concatenate176 -140.54 -89.88 10.17 1.1.3 Female NA NA
## 5297 RMA1 concatenate176 -168.36 -140.28 10.25 1.1.3 Female NA NA
## 5298 RMA1 concatenate176 -124.36 -121.31 10.33 1.1.3 Female NA NA
## 5299 RMA1 concatenate176 -110.39 -141.52 10.42 1.1.3 Female NA NA
## 5300 RMA1 concatenate176 -96.80 -131.59 10.50 1.1.3 Female NA NA
## 5301 RMA1 concatenate176 -100.73 -156.88 10.58 1.1.3 Female NA NA
## 5302 RMA1 concatenate176 -101.65 -111.41 10.67 1.1.3 Female NA NA
## 5303 RMA1 concatenate176 -161.96 -74.68 10.75 1.1.3 Female NA NA
## 5304 RMA1 concatenate176 -121.11 -163.23 10.83 1.1.3 Female NA NA
## 5305 RMA1 concatenate176 -158.67 -134.25 10.92 1.1.3 Female NA NA
## 5306 RMA1 concatenate176 -93.84 -85.91 11.00 1.1.3 Female NA NA
## 5307 RMA1 concatenate176 -130.20 -153.39 11.08 1.1.3 Female NA NA
## 5308 RMA1 concatenate176 -151.05 -127.25 11.17 1.1.3 Female NA NA
## 5309 RMA1 concatenate176 -164.80 -125.74 11.25 1.1.3 Female NA NA
## 5310 RMA1 concatenate176 -130.17 -108.80 11.33 1.1.3 Female NA NA
## 5311 RMA1 concatenate176 -150.19 -98.31 11.42 1.1.3 Female NA NA
## 5312 RMA1 concatenate176 -119.49 -93.25 11.50 1.1.3 Female NA NA
## 5313 RMA1 concatenate176 -112.02 -135.21 11.58 1.1.3 Female NA NA
## 5314 RMA1 concatenate176 -119.31 -64.99 11.67 1.1.3 Female NA NA
## 5315 RMA1 concatenate176 -137.66 -118.13 11.75 1.1.3 Female NA NA
## 5316 RMA1 concatenate176 -142.89 -73.31 11.83 1.1.3 Female NA NA
## 5317 RMA1 concatenate176 -154.74 -153.52 11.92 1.1.3 Female NA NA
## 5318 RMA1 concatenate176 -85.70 -68.61 12.00 1.1.3 Female NA NA
## 5319 RMA1 concatenate176 -66.46 -117.12 12.08 1.1.3 Female NA NA
## 5320 RMA1 concatenate176 -121.54 -141.68 12.17 1.1.3 Female NA NA
## 5321 RMA1 concatenate176 -123.04 -102.90 12.25 1.1.3 Female NA NA
## 5322 RMA1 concatenate176 -212.86 -88.96 12.33 1.1.3 Female NA NA
## 5323 RMA1 concatenate176 -77.94 -90.15 12.42 1.1.3 Female NA NA
## 5324 RMA1 concatenate176 -73.56 -131.54 12.50 1.1.3 Female NA NA
## 5325 RMA1 concatenate176 -112.89 -148.29 12.58 1.1.3 Female NA NA
## 5326 RMA1 concatenate176 -160.76 -94.23 12.67 1.1.3 Female NA NA
## 5327 RMA1 concatenate176 -140.72 -107.76 12.75 1.1.3 Female NA NA
## 5328 RMA1 concatenate176 -149.18 -95.47 12.83 1.1.3 Female NA NA
## 5329 RMA1 concatenate176 -143.94 -62.15 12.92 1.1.3 Female NA NA
## 5330 RMA1 concatenate176 -175.92 -125.87 13.00 1.1.3 Female NA NA
## 5331 RMA1 concatenate176 -105.66 -126.42 13.08 1.1.3 Female NA NA
## 5332 RMA1 concatenate176 -141.64 -100.75 13.17 1.1.3 Female NA NA
## 5333 RMA1 concatenate176 -84.98 -143.57 13.25 1.1.3 Female NA NA
## 5334 RMA1 concatenate176 -106.16 -196.49 13.33 1.1.3 Female NA NA
## 5335 RMA1 concatenate176 -66.69 -171.06 13.42 1.1.3 Female NA NA
## 5336 RMA1 concatenate176 -154.35 -131.77 13.50 1.1.3 Female NA NA
## 5337 RMA1 concatenate176 -171.04 -129.54 13.58 1.1.3 Female NA NA
## 5338 RMA1 concatenate176 -182.35 -101.17 13.67 1.1.3 Female NA NA
## 5339 RMA1 concatenate176 -111.33 -183.96 13.75 1.1.3 Female NA NA
## 5340 RMA1 concatenate176 -174.01 -117.24 13.83 1.1.3 Female NA NA
## 5341 RMA1 concatenate176 -147.00 -105.49 13.92 1.1.3 Female NA NA
## 5342 RMA1 concatenate176 -167.73 -79.84 14.00 1.1.3 Female NA NA
## 5343 RMA1 concatenate176 -141.56 -89.07 14.08 1.1.3 Female NA NA
## 5344 RMA1 concatenate176 -133.02 -71.37 14.17 1.1.3 Female NA NA
## 5345 RMA1 concatenate176 -115.99 -111.72 14.25 1.1.3 Female NA NA
## 5346 RMA1 concatenate176 -156.87 -111.09 14.33 1.1.3 Female NA NA
## 5347 RMA1 concatenate176 -121.79 -118.13 14.42 1.1.3 Female NA NA
## 5348 RMA1 concatenate176 -114.45 -86.98 14.50 1.1.3 Female NA NA
## 5349 RMA1 concatenate176 -78.01 -120.74 14.58 1.1.3 Female NA NA
## 5350 RMA1 concatenate176 -210.41 -95.05 14.67 1.1.3 Female NA NA
## 5351 RMA1 concatenate176 -178.48 -82.04 14.75 1.1.3 Female NA NA
## 5352 RMA1 concatenate176 -154.15 -123.03 14.83 1.1.3 Female NA NA
## 5353 RMA1 concatenate176 -116.28 -126.66 14.92 1.1.3 Female NA NA
## 5354 RMA1 concatenate176 -54.75 -90.76 15.00 1.1.3 Female NA NA
## 5355 RMA1 concatenate176 -73.11 -77.99 15.08 1.1.3 Female NA NA
## 5356 RMA1 concatenate176 -58.17 -186.34 15.17 1.1.3 Female NA NA
## 5357 RMA1 concatenate176 -50.15 -83.10 15.25 1.1.3 Female NA NA
## 5358 RMA1 concatenate176 -39.50 -149.37 15.33 1.1.3 Female NA NA
## 5359 RMA1 concatenate176 -65.48 -86.23 15.42 1.1.3 Female NA NA
## 5360 RMA1 concatenate176 -61.80 -104.52 15.50 1.1.3 Female NA NA
## 5361 RMA1 concatenate176 -98.56 -75.36 15.58 1.1.3 Female NA NA
## 5362 RMA1 concatenate176 -75.82 -59.34 15.67 1.1.3 Female NA NA
## 5363 RMA1 concatenate176 -157.42 -77.47 15.75 1.1.3 Female NA NA
## 5364 RMA1 concatenate176 -48.05 -146.32 15.83 1.1.3 Female NA NA
## 5365 RMA1 concatenate176 -76.87 -156.83 15.92 1.1.3 Female NA NA
## 5366 RMA1 concatenate176 -72.65 -181.90 16.00 1.1.3 Female NA NA
## 5367 RMA1 concatenate176 -77.78 -75.34 16.08 1.1.3 Female NA NA
## 5368 RMA1 concatenate176 -57.51 -175.92 16.17 1.1.3 Female NA NA
## 5369 RMA1 concatenate176 -86.05 -80.56 16.25 1.1.3 Female NA NA
## 5370 RMA1 concatenate176 -99.42 -211.12 16.33 1.1.3 Female NA NA
## 5371 RMA1 concatenate176 -86.83 -155.80 16.42 1.1.3 Female NA NA
## 5372 RMA1 concatenate176 -117.62 -77.95 16.50 1.1.3 Female NA NA
## 5373 RMA1 concatenate176 -76.44 -87.42 16.58 1.1.3 Female NA NA
## 5374 RMA1 concatenate176 -96.90 -69.44 16.67 1.1.3 Female NA NA
## 5375 RMA1 concatenate176 -148.58 -100.36 16.75 1.1.3 Female NA NA
## 5376 RMA1 concatenate176 -172.25 -128.91 16.83 1.1.3 Female NA NA
## 5377 RMA1 concatenate176 -49.94 -85.95 16.92 1.1.3 Female NA NA
## 5378 RMA1 concatenate176 -100.56 -82.86 17.00 1.1.3 Female NA NA
## 5379 RMA1 concatenate176 -64.73 -180.09 17.08 1.1.3 Female NA NA
## 5380 RMA1 concatenate176 -206.85 -68.91 17.17 1.1.3 Female NA NA
## 5381 RMA1 concatenate176 -161.65 -134.19 17.25 1.1.3 Female NA NA
## 5382 RMA1 concatenate176 -40.99 -99.58 17.33 1.1.3 Female NA NA
## 5383 RMA1 concatenate176 -36.32 -126.05 17.42 1.1.3 Female NA NA
## 5384 RMA1 concatenate176 -120.64 -109.65 17.50 1.1.3 Female NA NA
## 5385 RMA1 concatenate176 -114.07 -125.67 17.58 1.1.3 Female NA NA
## 5386 RMA1 concatenate176 -108.70 -87.34 17.67 1.1.3 Female NA NA
## 5387 RMA1 concatenate176 -44.40 -98.72 17.75 1.1.3 Female NA NA
## 5388 RMA1 concatenate176 -88.64 -49.58 17.83 1.1.3 Female NA NA
## 5389 RMA1 concatenate176 -88.74 -55.17 17.92 1.1.3 Female NA NA
## 5390 RMA1 concatenate176 -35.18 -71.80 18.00 1.1.3 Female NA NA
## 5391 RMA1 concatenate176 -55.12 -80.75 18.08 1.1.3 Female NA NA
## 5392 RMA1 concatenate176 -39.59 -87.81 18.17 1.1.3 Female NA NA
## 5393 RMA1 concatenate176 -71.40 -79.95 18.25 1.1.3 Female NA NA
## 5394 RMA1 concatenate176 -41.84 -50.39 18.33 1.1.3 Female NA NA
## 5395 RMA1 concatenate176 -31.51 -82.16 18.42 1.1.3 Female NA NA
## 5396 RMA1 concatenate176 -64.29 -58.18 18.50 1.1.3 Female NA NA
## 5397 RMA1 concatenate176 -75.57 -67.03 18.58 1.1.3 Female NA NA
## 5398 RMA1 concatenate176 -86.21 -203.40 18.67 1.1.3 Female NA NA
## 5399 RMA1 concatenate176 -61.28 -77.15 18.75 1.1.3 Female NA NA
## 5400 RMA1 concatenate176 -55.16 -44.78 18.83 1.1.3 Female NA NA
## 5401 RMA1 concatenate176 -69.64 -30.58 18.92 1.1.3 Female NA NA
## 5402 RMA1 concatenate176 -57.44 -108.71 19.00 1.1.3 Female NA NA
## 5403 RMA1 concatenate176 -48.21 -90.32 19.08 1.1.3 Female NA NA
## 5404 RMA1 concatenate176 -59.32 -116.69 19.17 1.1.3 Female NA NA
## 5405 RMA1 concatenate176 -70.78 -97.63 19.25 1.1.3 Female NA NA
## 5406 RMA1 concatenate176 -72.11 -111.17 19.33 1.1.3 Female NA NA
## 5407 RMA1 concatenate176 -82.13 -63.21 19.42 1.1.3 Female NA NA
## 5408 RMA1 concatenate176 -43.64 -112.00 19.50 1.1.3 Female NA NA
## 5409 RMA1 concatenate176 -66.65 -94.72 19.58 1.1.3 Female NA NA
## 5410 RMA1 concatenate176 -53.75 -92.81 19.67 1.1.3 Female NA NA
## 5411 RMA1 concatenate176 -39.34 -57.04 19.75 1.1.3 Female NA NA
## 5412 RMA1 concatenate176 -46.07 -77.19 19.83 1.1.3 Female NA NA
## 5413 RMA1 concatenate176 -120.47 -60.66 19.92 1.1.3 Female NA NA
## 5414 RMA1 concatenate176 -82.23 -127.39 20.00 1.1.3 Female NA NA
## 5415 RMA1 concatenate176 -67.81 -100.76 20.08 1.1.3 Female NA NA
## 5416 RMA1 concatenate176 -37.31 -102.01 20.17 1.1.3 Female NA NA
## 5417 RMA1 concatenate176 -79.89 -78.06 20.25 1.1.3 Female NA NA
## 5418 RMA1 concatenate176 -37.54 -121.77 20.33 1.1.3 Female NA NA
## 5419 RMA1 concatenate176 -57.48 -120.34 20.42 1.1.3 Female NA NA
## 5420 RMA1 concatenate176 -53.22 -78.25 20.50 1.1.3 Female NA NA
## 5421 RMA1 concatenate176 -60.00 -81.97 20.58 1.1.3 Female NA NA
## 5422 RMA1 concatenate176 -45.72 -150.70 20.67 1.1.3 Female NA NA
## 5423 RMA1 concatenate176 -81.06 -63.97 20.75 1.1.3 Female NA NA
## 5424 RMA1 concatenate176 -54.35 -86.09 20.83 1.1.3 Female NA NA
## 5425 RMA1 concatenate176 -84.90 -115.41 20.92 1.1.3 Female NA NA
## 5426 RMA1 concatenate176 -44.89 -104.71 21.00 1.1.3 Female NA NA
## 5427 RMA1 concatenate176 -99.22 -66.87 21.08 1.1.3 Female NA NA
## 5428 RMA1 concatenate176 -36.29 -52.16 21.17 1.1.3 Female NA NA
## 5429 RMA1 concatenate176 -41.97 -95.07 21.25 1.1.3 Female NA NA
## 5430 RMA1 concatenate176 -62.03 -55.93 21.33 1.1.3 Female NA NA
## 5431 RMA1 concatenate176 -94.72 -60.54 21.42 1.1.3 Female NA NA
## 5432 RMA1 concatenate176 -86.57 -89.62 21.50 1.1.3 Female NA NA
## 5433 RMA1 concatenate176 -52.92 -75.50 21.58 1.1.3 Female NA NA
## 5434 RMA1 concatenate176 -49.12 -95.50 21.67 1.1.3 Female NA NA
## 5435 RMA1 concatenate176 -57.77 -98.06 21.75 1.1.3 Female NA NA
## 5436 RMA1 concatenate176 -52.06 -77.09 21.83 1.1.3 Female NA NA
## 5437 RMA1 concatenate176 -84.08 -46.24 21.92 1.1.3 Female NA NA
## 5438 RMA1 concatenate176 -74.66 -94.19 22.00 1.1.3 Female NA NA
## 5439 RMA1 concatenate176 -52.89 -104.16 22.08 1.1.3 Female NA NA
## 5440 RMA1 concatenate176 -54.88 -100.66 22.17 1.1.3 Female NA NA
## 5441 RMA1 concatenate176 -71.24 -75.51 22.25 1.1.3 Female NA NA
## 5442 RMA1 concatenate176 -59.12 -61.57 22.33 1.1.3 Female NA NA
## 5443 RMA1 concatenate176 -76.18 -90.22 22.42 1.1.3 Female NA NA
## 5444 RMA1 concatenate176 -41.16 -91.21 22.50 1.1.3 Female NA NA
## 5445 RMA1 concatenate176 -21.90 -53.03 22.58 1.1.3 Female NA NA
## 5446 RMA1 concatenate176 -34.03 -31.59 22.67 1.1.3 Female NA NA
## 5447 RMA1 concatenate176 -32.85 -121.97 22.75 1.1.3 Female NA NA
## 5448 RMA1 concatenate176 -38.60 -80.71 22.83 1.1.3 Female NA NA
## 5449 RMA1 concatenate176 -37.42 -98.46 22.92 1.1.3 Female NA NA
## 5450 RMA1 concatenate176 -47.32 -180.99 23.00 1.1.3 Female NA NA
## 5451 RMA1 concatenate176 -91.02 -62.34 23.08 1.1.3 Female NA NA
## 5452 RMA1 concatenate176 -144.67 -122.70 23.17 1.1.3 Female NA NA
## 5453 RMA1 concatenate176 -119.03 -171.52 23.25 1.1.3 Female NA NA
## 5454 RMA1 concatenate176 -57.00 -173.58 23.33 1.1.3 Female NA NA
## 5455 RMA1 concatenate176 -79.76 -90.13 23.42 1.1.3 Female NA NA
## 5456 RMA1 concatenate176 -57.46 -112.39 23.50 1.1.3 Female NA NA
## 5457 RMA1 concatenate176 -88.95 -57.21 23.58 1.1.3 Female NA NA
## 5458 RMA1 concatenate176 -54.55 -49.66 23.67 1.1.3 Female NA NA
## 5459 RMA1 concatenate176 -84.82 -66.51 23.75 1.1.3 Female NA NA
## 5460 RMA1 concatenate176 -69.21 -94.85 23.83 1.1.3 Female NA NA
## 5461 RMA1 concatenate176 -33.64 -105.66 23.92 1.1.3 Female NA NA
## 5462 RMA1 concatenate176 -75.72 -96.48 24.00 1.1.3 Female NA NA
## 5463 RMA1 concatenate176 -64.59 -118.30 24.08 1.1.3 Female NA NA
## 5464 RMA1 concatenate176 -55.33 -95.62 24.17 1.1.3 Female NA NA
## 5465 RMA1 concatenate176 -57.08 -65.02 24.25 1.1.3 Female NA NA
## 5466 RMA1 concatenate176 -30.98 -92.62 24.33 1.1.3 Female NA NA
## 5467 RMA1 concatenate176 -90.45 -76.41 24.42 1.1.3 Female NA NA
## 5468 RMA1 concatenate176 -135.22 -40.00 24.50 1.1.3 Female NA NA
## 5469 RMA1 concatenate176 -48.19 -117.77 24.58 1.1.3 Female NA NA
## 5470 RMA1 concatenate176 -38.09 -82.65 24.67 1.1.3 Female NA NA
## 5471 RMA1 concatenate176 -61.35 -70.50 24.75 1.1.3 Female NA NA
## 5472 RMA1 concatenate176 -49.94 -53.61 24.83 1.1.3 Female NA NA
## 5473 RMA1 concatenate176 -46.92 -111.01 24.92 1.1.3 Female NA NA
## 5474 RMA1 concatenate176 -38.29 -148.15 25.00 1.1.3 Female NA NA
## 5475 RMA1 concatenate176 -38.08 -47.24 25.08 1.1.3 Female NA NA
## 5476 RMA1 concatenate176 -85.87 -39.49 25.17 1.1.3 Female NA NA
## 5477 RMA1 concatenate176 -65.35 -73.89 25.25 1.1.3 Female NA NA
## 5478 RMA1 concatenate176 -30.85 -75.40 25.33 1.1.3 Female NA NA
## 5479 RMA1 concatenate176 -27.07 -107.64 25.42 1.1.3 Female NA NA
## 5480 RMA1 concatenate176 -59.16 -42.68 25.50 1.1.3 Female NA NA
## 5481 RMA1 concatenate176 -42.06 -76.85 25.58 1.1.3 Female NA NA
## 5482 RMA1 concatenate176 -39.01 -56.10 25.67 1.1.3 Female NA NA
## 5483 RMA1 concatenate176 -81.75 -42.07 25.75 1.1.3 Female NA NA
## 5484 RMA1 concatenate176 -60.23 -70.00 25.83 1.1.3 Female NA NA
## 5485 RMA1 concatenate176 -61.86 -31.34 25.92 1.1.3 Female NA NA
## 5486 RMA1 concatenate176 -63.14 -89.99 26.00 1.1.3 Female NA NA
## 5487 RMA1 concatenate176 -32.40 -120.91 26.08 1.1.3 Female NA NA
## 5488 RMA1 concatenate176 -57.69 -39.38 26.17 1.1.3 Female NA NA
## 5489 RMA1 concatenate176 -38.76 -24.72 26.25 1.1.3 Female NA NA
## 5490 RMA1 concatenate176 -55.30 -71.17 26.33 1.1.3 Female NA NA
## 5491 RMA1 concatenate176 -47.23 -64.93 26.42 1.1.3 Female NA NA
## 5492 RMA1 concatenate176 -86.20 -71.55 26.50 1.1.3 Female NA NA
## 5493 RMA1 concatenate176 -63.28 -67.55 26.58 1.1.3 Female NA NA
## 5494 RMA1 concatenate176 -53.17 -70.26 26.67 1.1.3 Female NA NA
## 5495 RMA1 concatenate176 -29.52 -96.66 26.75 1.1.3 Female NA NA
## 5496 RMA1 concatenate176 -62.54 -56.44 26.83 1.1.3 Female NA NA
## 5497 RMA1 concatenate176 -75.93 -66.78 26.92 1.1.3 Female NA NA
## 5498 RMA1 concatenate176 -45.33 -71.57 27.00 1.1.3 Female NA NA
## 5499 RMA1 concatenate176 -71.56 -44.09 27.08 1.1.3 Female NA NA
## 5500 RMA1 concatenate176 -46.34 -56.71 27.17 1.1.3 Female NA NA
## 5501 RMA1 concatenate176 -31.49 -100.46 27.25 1.1.3 Female NA NA
## 5502 RMA1 concatenate176 -64.67 -66.50 27.33 1.1.3 Female NA NA
## 5503 RMA1 concatenate176 -68.16 -31.54 27.42 1.1.3 Female NA NA
## 5504 RMA1 concatenate176 -39.06 -107.42 27.50 1.1.3 Female NA NA
## 5505 RMA1 concatenate176 -36.32 -35.10 27.58 1.1.3 Female NA NA
## 5506 RMA1 concatenate176 -41.17 -99.77 27.67 1.1.3 Female NA NA
## 5507 RMA1 concatenate176 -57.13 -36.99 27.75 1.1.3 Female NA NA
## 5508 RMA1 concatenate176 -39.68 -87.29 27.83 1.1.3 Female NA NA
## 5509 RMA1 concatenate176 -34.17 -50.65 27.92 1.1.3 Female NA NA
## 5510 RMA1 concatenate176 -74.55 -27.55 28.00 1.1.3 Female NA NA
## 5511 RMA1 concatenate176 -33.72 -82.55 28.08 1.1.3 Female NA NA
## 5512 RMA1 concatenate176 -31.59 -57.84 28.17 1.1.3 Female NA NA
## 5513 RMA1 concatenate176 -46.62 -119.86 28.25 1.1.3 Female NA NA
## 5514 RMA1 concatenate176 -64.04 -71.36 28.33 1.1.3 Female NA NA
## 5515 RMA1 concatenate176 -37.81 -64.67 28.42 1.1.3 Female NA NA
## 5516 RMA1 concatenate176 -80.54 -87.26 28.50 1.1.3 Female NA NA
## 5517 RMA1 concatenate176 -35.16 -130.98 28.58 1.1.3 Female NA NA
## 5518 RMA1 concatenate176 -33.38 -76.10 28.67 1.1.3 Female NA NA
## 5519 RMA1 concatenate176 -49.38 -64.03 28.75 1.1.3 Female NA NA
## 5520 RMA1 concatenate176 -26.43 -102.72 28.83 1.1.3 Female NA NA
## 5521 RMA1 concatenate176 -82.24 -45.62 28.92 1.1.3 Female NA NA
## 5522 RMA1 concatenate176 -56.22 -35.46 29.00 1.1.3 Female NA NA
## 5523 RMA1 concatenate176 -37.07 -81.02 29.08 1.1.3 Female NA NA
## 5524 RMA1 concatenate176 -66.94 -64.50 29.17 1.1.3 Female NA NA
## 5525 RMA1 concatenate176 -33.07 -101.43 29.25 1.1.3 Female NA NA
## 5526 RMA1 concatenate176 -49.30 -84.09 29.33 1.1.3 Female NA NA
## 5527 RMA1 concatenate176 -53.42 -86.38 29.42 1.1.3 Female NA NA
## 5528 RMA1 concatenate176 -42.08 -57.95 29.50 1.1.3 Female NA NA
## 5529 RMA1 concatenate176 -49.47 -56.18 29.58 1.1.3 Female NA NA
## 5530 RMA1 concatenate176 -31.00 -60.30 29.67 1.1.3 Female NA NA
## 5531 RMA1 concatenate176 -61.57 -32.89 29.75 1.1.3 Female NA NA
## 5532 RMA1 concatenate176 -71.53 -29.42 29.83 1.1.3 Female NA NA
## 5533 RMA1 concatenate176 -51.75 -41.99 29.92 1.1.3 Female NA NA
## 5534 RMA2 2025_05_14_0016 -29.54 -19.77 0.00 1.2.1 Female 221.02 214.89
## 5535 RMA2 2025_05_14_0016 -33.73 -78.29 0.08 1.2.1 Female 221.02 214.89
## 5536 RMA2 2025_05_14_0016 -61.16 -53.22 0.17 1.2.1 Female 221.02 214.89
## 5537 RMA2 2025_05_14_0016 -48.96 -57.51 0.25 1.2.1 Female 221.02 214.89
## 5538 RMA2 2025_05_14_0016 -61.01 -56.13 0.33 1.2.1 Female 221.02 214.89
## 5539 RMA2 2025_05_14_0016 -69.81 -62.49 0.42 1.2.1 Female 221.02 214.89
## 5540 RMA2 2025_05_14_0016 -59.40 -45.98 0.50 1.2.1 Female 221.02 214.89
## 5541 RMA2 2025_05_14_0016 -71.38 -42.69 0.58 1.2.1 Female 221.02 214.89
## 5542 RMA2 2025_05_14_0016 -68.99 -28.10 0.67 1.2.1 Female 221.02 214.89
## 5543 RMA2 2025_05_14_0016 -49.98 -61.57 0.75 1.2.1 Female 221.02 214.89
## 5544 RMA2 2025_05_14_0016 -59.92 -33.06 0.83 1.2.1 Female 221.02 214.89
## 5545 RMA2 2025_05_14_0016 -65.36 -28.13 0.92 1.2.1 Female 221.02 214.89
## 5546 RMA2 2025_05_14_0016 -70.70 -37.75 1.00 1.2.1 Female 221.02 214.89
## 5547 RMA2 2025_05_14_0016 -68.92 -42.07 1.08 1.2.1 Female 221.02 214.89
## 5548 RMA2 2025_05_14_0016 -94.72 -53.83 1.17 1.2.1 Female 221.02 214.89
## 5549 RMA2 2025_05_14_0016 -74.90 -36.45 1.25 1.2.1 Female 221.02 214.89
## 5550 RMA2 2025_05_14_0016 -57.68 -28.99 1.33 1.2.1 Female 221.02 214.89
## 5551 RMA2 2025_05_14_0016 -55.07 -34.32 1.42 1.2.1 Female 221.02 214.89
## 5552 RMA2 2025_05_14_0016 -43.56 -41.73 1.50 1.2.1 Female 221.02 214.89
## 5553 RMA2 2025_05_14_0016 -53.25 -37.38 1.58 1.2.1 Female 221.02 214.89
## 5554 RMA2 2025_05_14_0016 -69.56 -44.54 1.67 1.2.1 Female 221.02 214.89
## 5555 RMA2 2025_05_14_0016 -91.54 -29.29 1.75 1.2.1 Female 221.02 214.89
## age animal synapses treatment category R_a
## 1 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 2 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 3 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 4 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 5 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 6 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 7 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 8 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 9 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 10 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 11 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 12 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 13 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 14 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 15 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 16 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 17 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 18 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 19 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 20 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 21 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 22 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 23 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 24 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 25 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 26 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 27 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 28 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 29 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 30 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 31 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 32 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 33 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 34 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 35 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 36 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 37 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 38 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 39 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 40 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 41 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 42 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 43 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 44 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 45 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 46 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 47 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 48 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 49 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 50 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 51 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 52 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 53 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 54 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 55 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 56 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 57 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 58 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 59 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 60 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 61 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 62 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 63 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 64 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 65 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 66 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 67 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 68 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 69 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 70 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 71 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 72 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 73 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 74 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 75 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 76 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 77 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 78 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 79 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 80 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 81 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 82 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 83 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 84 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 85 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 86 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 87 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 88 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 89 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 90 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 91 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 92 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 93 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 94 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 95 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 96 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 97 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 98 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 99 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 100 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 101 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 102 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 103 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 104 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 105 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 106 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 107 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 108 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 109 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 110 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 111 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 112 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 113 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 114 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 115 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 116 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 117 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 118 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 119 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 120 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 121 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 122 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 123 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 124 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 125 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 126 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 127 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 128 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 129 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 130 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 131 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 132 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 133 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 134 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 135 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 136 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 137 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 138 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 139 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 140 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 141 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 142 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 143 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 144 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 145 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 146 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 147 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 148 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 149 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 150 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 151 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 152 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 153 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 154 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 155 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 156 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 157 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 158 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 159 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 160 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 161 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 162 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 163 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 164 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 165 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 166 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 167 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 168 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 169 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 170 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 171 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 172 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 173 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 174 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 175 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 176 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 177 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 178 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 179 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 180 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 181 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 182 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 183 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 184 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 185 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 186 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 187 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 188 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 189 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 190 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 191 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 192 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 193 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 194 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 195 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 196 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 197 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 198 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 199 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 200 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 201 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 202 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 203 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 204 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 205 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 206 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 207 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 208 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 209 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 210 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 211 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 212 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 213 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 214 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 215 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 216 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 217 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 218 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 219 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 220 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 221 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 222 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 223 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 224 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 225 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 226 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 227 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 228 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 229 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 230 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 231 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 232 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 233 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 234 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 235 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 236 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 237 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 238 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 239 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 240 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 241 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 242 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 243 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 244 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 245 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 246 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 247 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 248 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 249 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 250 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 251 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 252 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 253 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 254 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 255 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 256 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 257 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 258 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 259 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 260 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 261 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 262 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 263 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 264 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 265 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 266 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 267 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 268 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 269 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 270 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 271 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 272 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 273 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 274 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 275 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 276 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 277 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 278 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 279 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 280 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 281 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 282 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 283 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 284 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 285 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 286 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 287 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 288 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 289 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 290 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 291 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 292 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 293 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 294 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 295 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 296 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 297 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 298 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 299 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 300 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 301 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 302 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 303 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 304 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 305 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 306 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 307 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 308 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 309 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 310 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 311 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 312 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 313 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 314 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 315 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 316 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 317 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 318 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 319 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 320 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 321 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 322 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 323 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 324 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 325 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 326 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 327 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 328 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 329 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 330 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 331 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 332 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 333 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 334 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 335 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 336 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 337 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 338 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 339 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 340 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 341 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 342 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 343 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 344 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 345 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 346 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 347 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 348 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 349 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 350 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 351 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 352 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 353 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 354 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 355 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 356 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 357 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 358 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 359 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 360 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 361 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 362 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 363 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 364 32 2 Glutamate Control 2 1.5, 1.6, 1.6, 1.6, 1.6, 1.6
## 365 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 366 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 367 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 368 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 369 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 370 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 371 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 372 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 373 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 374 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 375 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 376 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 377 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 378 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 379 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 380 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 381 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 382 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 383 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 384 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 385 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 386 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 387 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 388 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 389 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 390 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 391 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 392 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 393 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 394 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 395 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 396 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 397 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 398 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 399 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 400 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 401 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 402 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 403 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 404 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 405 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 406 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 407 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 408 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 409 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 410 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 411 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 412 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 413 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 414 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 415 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 416 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 417 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 418 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 419 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 420 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 421 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 422 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 423 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 424 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 425 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 426 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 427 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 428 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 429 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 430 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 431 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 432 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 433 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 434 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 435 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 436 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 437 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 438 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 439 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 440 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 441 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 442 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 443 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 444 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 445 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 446 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 447 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 448 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 449 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 450 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 451 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 452 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 453 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 454 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 455 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 456 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 457 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 458 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 459 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 460 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 461 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 462 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 463 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 464 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 465 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 466 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 467 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 468 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 469 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 470 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 471 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 472 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 473 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 474 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 475 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 476 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 477 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 478 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 479 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 480 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 481 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 482 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 483 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 484 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 485 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 486 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 487 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 488 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 489 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 490 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 491 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 492 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 493 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 494 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 495 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 496 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 497 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 498 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 499 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 500 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 501 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 502 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 503 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 504 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 505 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 506 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 507 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 508 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 509 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 510 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 511 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 512 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 513 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 514 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 515 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 516 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 517 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 518 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 519 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 520 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 521 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 522 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 523 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 524 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 525 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 526 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 527 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 528 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 529 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 530 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 531 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 532 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 533 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 534 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 535 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 536 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 537 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 538 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 539 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 540 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 541 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 542 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 543 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 544 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 545 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 546 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 547 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 548 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 549 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 550 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 551 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 552 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 553 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 554 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 555 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 556 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 557 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 558 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 559 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 560 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 561 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 562 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 563 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 564 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 565 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 566 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 567 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 568 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 569 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 570 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 571 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 572 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 573 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 574 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 575 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 576 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 577 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 578 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 579 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 580 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 581 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 582 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 583 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 584 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 585 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 586 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 587 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 588 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 589 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 590 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 591 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 592 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 593 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 594 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 595 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 596 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 597 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 598 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 599 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 600 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 601 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 602 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 603 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 604 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 605 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 606 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 607 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 608 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 609 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 610 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 611 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 612 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 613 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 614 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 615 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 616 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 617 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 618 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 619 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 620 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 621 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 622 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 623 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 624 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 625 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 626 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 627 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 628 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 629 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 630 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 631 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 632 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 633 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 634 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 635 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 636 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 637 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 638 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 639 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 640 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 641 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 642 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 643 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 644 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 645 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 646 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 647 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 648 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 649 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 650 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 651 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 652 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 653 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 654 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 655 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 656 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 657 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 658 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 659 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 660 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 661 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 662 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 663 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 664 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 665 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 666 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 667 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 668 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 669 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 670 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 671 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 672 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 673 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 674 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 675 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 676 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 677 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 678 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 679 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 680 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 681 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 682 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 683 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 684 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 685 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 686 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 687 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 688 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 689 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 690 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 691 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 692 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 693 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 694 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 695 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 696 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 697 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 698 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 699 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 700 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 701 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 702 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 703 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 704 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 705 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 706 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 707 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 708 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 709 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 710 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 711 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 712 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 713 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 714 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 715 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 716 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 717 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 718 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 719 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 720 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 721 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 722 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 723 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 724 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 725 32 2 Glutamate Control 2 1.9, 2.2, 2.4, 2.8, 3.2
## 726 NA NA Glutamate Control 1
## 727 NA NA Glutamate Control 1
## 728 NA NA Glutamate Control 1
## 729 NA NA Glutamate Control 1
## 730 NA NA Glutamate Control 1
## 731 NA NA Glutamate Control 1
## 732 NA NA Glutamate Control 1
## 733 NA NA Glutamate Control 1
## 734 NA NA Glutamate Control 1
## 735 NA NA Glutamate Control 1
## 736 NA NA Glutamate Control 1
## 737 NA NA Glutamate Control 1
## 738 NA NA Glutamate Control 1
## 739 NA NA Glutamate Control 1
## 740 NA NA Glutamate Control 1
## 741 NA NA Glutamate Control 1
## 742 NA NA Glutamate Control 1
## 743 NA NA Glutamate Control 1
## 744 NA NA Glutamate Control 1
## 745 NA NA Glutamate Control 1
## 746 NA NA Glutamate Control 1
## 747 NA NA Glutamate Control 1
## 748 NA NA Glutamate Control 1
## 749 NA NA Glutamate Control 1
## 750 NA NA Glutamate Control 1
## 751 NA NA Glutamate Control 1
## 752 NA NA Glutamate Control 1
## 753 NA NA Glutamate Control 1
## 754 NA NA Glutamate Control 1
## 755 NA NA Glutamate Control 1
## 756 NA NA Glutamate Control 1
## 757 NA NA Glutamate Control 1
## 758 NA NA Glutamate Control 1
## 759 NA NA Glutamate Control 1
## 760 NA NA Glutamate Control 1
## 761 NA NA Glutamate Control 1
## 762 NA NA Glutamate Control 1
## 763 NA NA Glutamate Control 1
## 764 NA NA Glutamate Control 1
## 765 NA NA Glutamate Control 1
## 766 NA NA Glutamate Control 1
## 767 NA NA Glutamate Control 1
## 768 NA NA Glutamate Control 1
## 769 NA NA Glutamate Control 1
## 770 NA NA Glutamate Control 1
## 771 NA NA Glutamate Control 1
## 772 NA NA Glutamate Control 1
## 773 NA NA Glutamate Control 1
## 774 NA NA Glutamate Control 1
## 775 NA NA Glutamate Control 1
## 776 NA NA Glutamate Control 1
## 777 NA NA Glutamate Control 1
## 778 NA NA Glutamate Control 1
## 779 NA NA Glutamate Control 1
## 780 NA NA Glutamate Control 1
## 781 NA NA Glutamate Control 1
## 782 NA NA Glutamate Control 1
## 783 NA NA Glutamate Control 1
## 784 NA NA Glutamate Control 1
## 785 NA NA Glutamate Control 1
## 786 NA NA Glutamate Control 1
## 787 NA NA Glutamate Control 1
## 788 NA NA Glutamate Control 1
## 789 NA NA Glutamate Control 1
## 790 NA NA Glutamate Control 1
## 791 NA NA Glutamate Control 1
## 792 NA NA Glutamate Control 1
## 793 NA NA Glutamate Control 1
## 794 NA NA Glutamate Control 1
## 795 NA NA Glutamate Control 1
## 796 NA NA Glutamate Control 1
## 797 NA NA Glutamate Control 1
## 798 NA NA Glutamate Control 1
## 799 NA NA Glutamate Control 1
## 800 NA NA Glutamate Control 1
## 801 NA NA Glutamate Control 1
## 802 NA NA Glutamate Control 1
## 803 NA NA Glutamate Control 1
## 804 NA NA Glutamate Control 1
## 805 NA NA Glutamate Control 1
## 806 NA NA Glutamate Control 1
## 807 NA NA Glutamate Control 1
## 808 NA NA Glutamate Control 1
## 809 NA NA Glutamate Control 1
## 810 NA NA Glutamate Control 1
## 811 NA NA Glutamate Control 1
## 812 NA NA Glutamate Control 1
## 813 NA NA Glutamate Control 1
## 814 NA NA Glutamate Control 1
## 815 NA NA Glutamate Control 1
## 816 NA NA Glutamate Control 1
## 817 NA NA Glutamate Control 1
## 818 NA NA Glutamate Control 1
## 819 NA NA Glutamate Control 1
## 820 NA NA Glutamate Control 1
## 821 NA NA Glutamate Control 1
## 822 NA NA Glutamate Control 1
## 823 NA NA Glutamate Control 1
## 824 NA NA Glutamate Control 1
## 825 NA NA Glutamate Control 1
## 826 NA NA Glutamate Control 1
## 827 NA NA Glutamate Control 1
## 828 NA NA Glutamate Control 1
## 829 NA NA Glutamate Control 1
## 830 NA NA Glutamate Control 1
## 831 NA NA Glutamate Control 1
## 832 NA NA Glutamate Control 1
## 833 NA NA Glutamate Control 1
## 834 NA NA Glutamate Control 1
## 835 NA NA Glutamate Control 1
## 836 NA NA Glutamate Control 1
## 837 NA NA Glutamate Control 1
## 838 NA NA Glutamate Control 1
## 839 NA NA Glutamate Control 1
## 840 NA NA Glutamate Control 1
## 841 NA NA Glutamate Control 1
## 842 NA NA Glutamate Control 1
## 843 NA NA Glutamate Control 1
## 844 NA NA Glutamate Control 1
## 845 NA NA Glutamate Control 1
## 846 NA NA Glutamate Control 1
## 847 NA NA Glutamate Control 1
## 848 NA NA Glutamate Control 1
## 849 NA NA Glutamate Control 1
## 850 NA NA Glutamate Control 1
## 851 NA NA Glutamate Control 1
## 852 NA NA Glutamate Control 1
## 853 NA NA Glutamate Control 1
## 854 NA NA Glutamate Control 1
## 855 NA NA Glutamate Control 1
## 856 NA NA Glutamate Control 1
## 857 NA NA Glutamate Control 1
## 858 NA NA Glutamate Control 1
## 859 NA NA Glutamate Control 1
## 860 NA NA Glutamate Control 1
## 861 NA NA Glutamate Control 1
## 862 NA NA Glutamate Control 1
## 863 NA NA Glutamate Control 1
## 864 NA NA Glutamate Control 1
## 865 NA NA Glutamate Control 1
## 866 NA NA Glutamate Control 1
## 867 NA NA Glutamate Control 1
## 868 NA NA Glutamate Control 1
## 869 NA NA Glutamate Control 1
## 870 NA NA Glutamate Control 1
## 871 NA NA Glutamate Control 1
## 872 NA NA Glutamate Control 1
## 873 NA NA Glutamate Control 1
## 874 NA NA Glutamate Control 1
## 875 NA NA Glutamate Control 1
## 876 NA NA Glutamate Control 1
## 877 NA NA Glutamate Control 1
## 878 NA NA Glutamate Control 1
## 879 NA NA Glutamate Control 1
## 880 NA NA Glutamate Control 1
## 881 NA NA Glutamate Control 1
## 882 NA NA Glutamate Control 1
## 883 NA NA Glutamate Control 1
## 884 NA NA Glutamate Control 1
## 885 NA NA Glutamate Control 1
## 886 NA NA Glutamate Control 1
## 887 NA NA Glutamate Control 1
## 888 NA NA Glutamate Control 1
## 889 NA NA Glutamate Control 1
## 890 NA NA Glutamate Control 1
## 891 NA NA Glutamate Control 1
## 892 NA NA Glutamate Control 1
## 893 NA NA Glutamate Control 1
## 894 NA NA Glutamate Control 1
## 895 NA NA Glutamate Control 1
## 896 NA NA Glutamate Control 1
## 897 NA NA Glutamate Control 1
## 898 NA NA Glutamate Control 1
## 899 NA NA Glutamate Control 1
## 900 NA NA Glutamate Control 1
## 901 NA NA Glutamate Control 1
## 902 NA NA Glutamate Control 1
## 903 NA NA Glutamate Control 1
## 904 NA NA Glutamate Control 1
## 905 NA NA Glutamate Control 1
## 906 NA NA Glutamate Control 1
## 907 NA NA Glutamate Control 1
## 908 NA NA Glutamate Control 1
## 909 NA NA Glutamate Control 1
## 910 NA NA Glutamate Control 1
## 911 NA NA Glutamate Control 1
## 912 NA NA Glutamate Control 1
## 913 NA NA Glutamate Control 1
## 914 NA NA Glutamate Control 1
## 915 NA NA Glutamate Control 1
## 916 NA NA Glutamate Control 1
## 917 NA NA Glutamate Control 1
## 918 NA NA Glutamate Control 1
## 919 NA NA Glutamate Control 1
## 920 NA NA Glutamate Control 1
## 921 NA NA Glutamate Control 1
## 922 NA NA Glutamate Control 1
## 923 NA NA Glutamate Control 1
## 924 NA NA Glutamate Control 1
## 925 NA NA Glutamate Control 1
## 926 NA NA Glutamate Control 1
## 927 NA NA Glutamate Control 1
## 928 NA NA Glutamate Control 1
## 929 NA NA Glutamate Control 1
## 930 NA NA Glutamate Control 1
## 931 NA NA Glutamate Control 1
## 932 NA NA Glutamate Control 1
## 933 NA NA Glutamate Control 1
## 934 NA NA Glutamate Control 1
## 935 NA NA Glutamate Control 1
## 936 NA NA Glutamate Control 1
## 937 NA NA Glutamate Control 1
## 938 NA NA Glutamate Control 1
## 939 NA NA Glutamate Control 1
## 940 NA NA Glutamate Control 1
## 941 NA NA Glutamate Control 1
## 942 NA NA Glutamate Control 1
## 943 NA NA Glutamate Control 1
## 944 NA NA Glutamate Control 1
## 945 NA NA Glutamate Control 1
## 946 NA NA Glutamate Control 1
## 947 NA NA Glutamate Control 1
## 948 NA NA Glutamate Control 1
## 949 NA NA Glutamate Control 1
## 950 NA NA Glutamate Control 1
## 951 NA NA Glutamate Control 1
## 952 NA NA Glutamate Control 1
## 953 NA NA Glutamate Control 1
## 954 NA NA Glutamate Control 1
## 955 NA NA Glutamate Control 1
## 956 NA NA Glutamate Control 1
## 957 NA NA Glutamate Control 1
## 958 NA NA Glutamate Control 1
## 959 NA NA Glutamate Control 1
## 960 NA NA Glutamate Control 1
## 961 NA NA Glutamate Control 1
## 962 NA NA Glutamate Control 1
## 963 NA NA Glutamate Control 1
## 964 NA NA Glutamate Control 1
## 965 NA NA Glutamate Control 1
## 966 NA NA Glutamate Control 1
## 967 NA NA Glutamate Control 1
## 968 NA NA Glutamate Control 1
## 969 NA NA Glutamate Control 1
## 970 NA NA Glutamate Control 1
## 971 NA NA Glutamate Control 1
## 972 NA NA Glutamate Control 1
## 973 NA NA Glutamate Control 1
## 974 NA NA Glutamate Control 1
## 975 NA NA Glutamate Control 1
## 976 NA NA Glutamate Control 1
## 977 NA NA Glutamate Control 1
## 978 NA NA Glutamate Control 1
## 979 NA NA Glutamate Control 1
## 980 NA NA Glutamate Control 1
## 981 NA NA Glutamate Control 1
## 982 NA NA Glutamate Control 1
## 983 NA NA Glutamate Control 1
## 984 NA NA Glutamate Control 1
## 985 NA NA Glutamate Control 1
## 986 NA NA Glutamate Control 1
## 987 NA NA Glutamate Control 1
## 988 NA NA Glutamate Control 1
## 989 NA NA Glutamate Control 1
## 990 NA NA Glutamate Control 1
## 991 NA NA Glutamate Control 1
## 992 NA NA Glutamate Control 1
## 993 NA NA Glutamate Control 1
## 994 NA NA Glutamate Control 1
## 995 NA NA Glutamate Control 1
## 996 NA NA Glutamate Control 1
## 997 NA NA Glutamate Control 1
## 998 NA NA Glutamate Control 1
## 999 NA NA Glutamate Control 1
## 1000 NA NA Glutamate Control 1
## 1001 NA NA Glutamate Control 1
## 1002 NA NA Glutamate Control 1
## 1003 NA NA Glutamate Control 1
## 1004 NA NA Glutamate Control 1
## 1005 NA NA Glutamate Control 1
## 1006 NA NA Glutamate Control 1
## 1007 NA NA Glutamate Control 1
## 1008 NA NA Glutamate Control 1
## 1009 NA NA Glutamate Control 1
## 1010 NA NA Glutamate Control 1
## 1011 NA NA Glutamate Control 1
## 1012 NA NA Glutamate Control 1
## 1013 NA NA Glutamate Control 1
## 1014 NA NA Glutamate Control 1
## 1015 NA NA Glutamate Control 1
## 1016 NA NA Glutamate Control 1
## 1017 NA NA Glutamate Control 1
## 1018 NA NA Glutamate Control 1
## 1019 NA NA Glutamate Control 1
## 1020 NA NA Glutamate Control 1
## 1021 NA NA Glutamate Control 1
## 1022 NA NA Glutamate Control 1
## 1023 NA NA Glutamate Control 1
## 1024 NA NA Glutamate Control 1
## 1025 NA NA Glutamate Control 1
## 1026 NA NA Glutamate Control 1
## 1027 NA NA Glutamate Control 1
## 1028 NA NA Glutamate Control 1
## 1029 NA NA Glutamate Control 1
## 1030 NA NA Glutamate Control 1
## 1031 NA NA Glutamate Control 1
## 1032 NA NA Glutamate Control 1
## 1033 NA NA Glutamate Control 1
## 1034 NA NA Glutamate Control 1
## 1035 NA NA Glutamate Control 1
## 1036 NA NA Glutamate Control 1
## 1037 NA NA Glutamate Control 1
## 1038 NA NA Glutamate Control 1
## 1039 NA NA Glutamate Control 1
## 1040 NA NA Glutamate Control 1
## 1041 NA NA Glutamate Control 1
## 1042 NA NA Glutamate Control 1
## 1043 NA NA Glutamate Control 1
## 1044 NA NA Glutamate Control 1
## 1045 NA NA Glutamate Control 1
## 1046 NA NA Glutamate Control 1
## 1047 NA NA Glutamate Control 1
## 1048 NA NA Glutamate Control 1
## 1049 NA NA Glutamate Control 1
## 1050 NA NA Glutamate Control 1
## 1051 NA NA Glutamate Control 1
## 1052 NA NA Glutamate Control 1
## 1053 NA NA Glutamate Control 1
## 1054 NA NA Glutamate Control 1
## 1055 NA NA Glutamate Control 1
## 1056 NA NA Glutamate Control 1
## 1057 NA NA Glutamate Control 1
## 1058 NA NA Glutamate Control 1
## 1059 NA NA Glutamate Control 1
## 1060 NA NA Glutamate Control 1
## 1061 NA NA Glutamate Control 1
## 1062 NA NA Glutamate Control 1
## 1063 NA NA Glutamate Control 1
## 1064 NA NA Glutamate Control 1
## 1065 NA NA Glutamate Control 1
## 1066 NA NA Glutamate Control 1
## 1067 NA NA Glutamate Control 1
## 1068 NA NA Glutamate Control 1
## 1069 NA NA Glutamate Control 1
## 1070 NA NA Glutamate Control 1
## 1071 NA NA Glutamate Control 1
## 1072 NA NA Glutamate Control 1
## 1073 NA NA Glutamate Control 1
## 1074 NA NA Glutamate Control 1
## 1075 NA NA Glutamate Control 1
## 1076 NA NA Glutamate Control 1
## 1077 NA NA Glutamate Control 1
## 1078 NA NA Glutamate Control 1
## 1079 NA NA Glutamate Control 1
## 1080 NA NA Glutamate Control 1
## 1081 NA NA Glutamate Control 1
## 1082 NA NA Glutamate Control 1
## 1083 NA NA Glutamate Control 1
## 1084 NA NA Glutamate Control 1
## 1085 NA NA Glutamate Control 1
## 1086 NA NA Glutamate Control 1
## 1087 NA NA Glutamate Control 1
## 1088 NA NA Glutamate Control 1
## 1089 NA NA Glutamate Control 1
## 1090 NA NA Glutamate Control 1
## 1091 NA NA Glutamate Control 1
## 1092 NA NA Glutamate Control 1
## 1093 NA NA Glutamate Control 1
## 1094 NA NA Glutamate Control 1
## 1095 NA NA Glutamate Control 1
## 1096 NA NA Glutamate Control 1
## 1097 NA NA Glutamate Control 1
## 1098 NA NA Glutamate Control 1
## 1099 NA NA Glutamate Control 1
## 1100 NA NA Glutamate Control 1
## 1101 NA NA Glutamate Control 1
## 1102 NA NA Glutamate Control 1
## 1103 NA NA Glutamate Control 1
## 1104 NA NA Glutamate Control 1
## 1105 NA NA Glutamate Control 1
## 1106 NA NA Glutamate Control 1
## 1107 NA NA Glutamate Control 1
## 1108 NA NA Glutamate Control 1
## 1109 NA NA Glutamate Control 1
## 1110 NA NA Glutamate Control 1
## 1111 NA NA Glutamate Control 1
## 1112 NA NA Glutamate Control 1
## 1113 NA NA Glutamate Control 1
## 1114 NA NA Glutamate Control 1
## 1115 NA NA Glutamate Control 1
## 1116 NA NA Glutamate Control 1
## 1117 NA NA Glutamate Control 1
## 1118 NA NA Glutamate Control 1
## 1119 NA NA Glutamate Control 1
## 1120 NA NA Glutamate Control 1
## 1121 NA NA Glutamate Control 1
## 1122 NA NA Glutamate Control 1
## 1123 NA NA Glutamate Control 1
## 1124 NA NA Glutamate Control 1
## 1125 NA NA Glutamate Control 1
## 1126 NA NA Glutamate Control 1
## 1127 NA NA Glutamate Control 1
## 1128 NA NA Glutamate Control 1
## 1129 NA NA Glutamate Control 1
## 1130 NA NA Glutamate Control 1
## 1131 NA NA Glutamate Control 1
## 1132 NA NA Glutamate Control 1
## 1133 NA NA Glutamate Control 1
## 1134 NA NA Glutamate Control 1
## 1135 NA NA Glutamate Control 1
## 1136 NA NA Glutamate Control 1
## 1137 NA NA Glutamate Control 1
## 1138 NA NA Glutamate Control 1
## 1139 NA NA Glutamate Control 1
## 1140 NA NA Glutamate Control 1
## 1141 NA NA Glutamate Control 1
## 1142 NA NA Glutamate Control 1
## 1143 NA NA Glutamate Control 1
## 1144 NA NA Glutamate Control 1
## 1145 NA NA Glutamate Control 1
## 1146 NA NA Glutamate Control 1
## 1147 NA NA Glutamate Control 1
## 1148 NA NA Glutamate Control 1
## 1149 NA NA Glutamate Control 1
## 1150 NA NA Glutamate Control 1
## 1151 NA NA Glutamate Control 1
## 1152 NA NA Glutamate Control 1
## 1153 NA NA Glutamate Control 1
## 1154 NA NA Glutamate Control 1
## 1155 NA NA Glutamate Control 1
## 1156 NA NA Glutamate Control 1
## 1157 NA NA Glutamate Control 1
## 1158 NA NA Glutamate Control 1
## 1159 NA NA Glutamate Control 1
## 1160 NA NA Glutamate Control 1
## 1161 NA NA Glutamate Control 1
## 1162 NA NA Glutamate Control 1
## 1163 NA NA Glutamate Control 1
## 1164 NA NA Glutamate Control 1
## 1165 NA NA Glutamate Control 1
## 1166 NA NA Glutamate Control 1
## 1167 NA NA Glutamate Control 1
## 1168 NA NA Glutamate Control 1
## 1169 NA NA Glutamate Control 1
## 1170 NA NA Glutamate Control 1
## 1171 NA NA Glutamate Control 1
## 1172 NA NA Glutamate Control 1
## 1173 NA NA Glutamate Control 1
## 1174 NA NA Glutamate Control 1
## 1175 NA NA Glutamate Control 1
## 1176 NA NA Glutamate Control 1
## 1177 NA NA Glutamate Control 1
## 1178 NA NA Glutamate Control 1
## 1179 NA NA Glutamate Control 1
## 1180 NA NA Glutamate Control 1
## 1181 NA NA Glutamate Control 1
## 1182 NA NA Glutamate Control 1
## 1183 NA NA Glutamate Control 1
## 1184 NA NA Glutamate Control 1
## 1185 NA NA Glutamate Control 1
## 1186 NA NA Glutamate Control 1
## 1187 NA NA Glutamate Control 1
## 1188 NA NA Glutamate Control 1
## 1189 NA NA Glutamate Control 1
## 1190 NA NA Glutamate Control 1
## 1191 NA NA Glutamate Control 1
## 1192 NA NA Glutamate Control 1
## 1193 NA NA Glutamate Control 1
## 1194 NA NA Glutamate Control 1
## 1195 NA NA Glutamate Control 1
## 1196 NA NA Glutamate Control 1
## 1197 NA NA Glutamate Control 1
## 1198 NA NA Glutamate Control 1
## 1199 NA NA Glutamate Control 1
## 1200 NA NA Glutamate Control 1
## 1201 NA NA Glutamate Control 1
## 1202 NA NA Glutamate Control 1
## 1203 NA NA Glutamate Control 1
## 1204 NA NA Glutamate Control 1
## 1205 NA NA Glutamate Control 1
## 1206 NA NA Glutamate Control 1
## 1207 NA NA Glutamate Control 1
## 1208 NA NA Glutamate Control 1
## 1209 NA NA Glutamate Control 1
## 1210 NA NA Glutamate Control 1
## 1211 NA NA Glutamate Control 1
## 1212 NA NA Glutamate Control 1
## 1213 NA NA Glutamate Control 1
## 1214 NA NA Glutamate Control 1
## 1215 NA NA Glutamate Control 1
## 1216 NA NA Glutamate Control 1
## 1217 NA NA Glutamate Control 1
## 1218 NA NA Glutamate Control 1
## 1219 NA NA Glutamate Control 1
## 1220 NA NA Glutamate Control 1
## 1221 NA NA Glutamate Control 1
## 1222 NA NA Glutamate Control 1
## 1223 NA NA Glutamate Control 1
## 1224 NA NA Glutamate Control 1
## 1225 NA NA Glutamate Control 1
## 1226 NA NA Glutamate Control 1
## 1227 NA NA Glutamate Control 1
## 1228 NA NA Glutamate Control 1
## 1229 NA NA Glutamate Control 1
## 1230 NA NA Glutamate Control 1
## 1231 NA NA Glutamate Control 1
## 1232 NA NA Glutamate Control 1
## 1233 NA NA Glutamate Control 1
## 1234 NA NA Glutamate Control 1
## 1235 NA NA Glutamate Control 1
## 1236 NA NA Glutamate Control 1
## 1237 NA NA Glutamate Control 1
## 1238 NA NA Glutamate Control 1
## 1239 NA NA Glutamate Control 1
## 1240 NA NA Glutamate Control 1
## 1241 NA NA Glutamate Control 1
## 1242 NA NA Glutamate Control 1
## 1243 NA NA Glutamate Control 1
## 1244 NA NA Glutamate Control 1
## 1245 NA NA Glutamate Control 1
## 1246 NA NA Glutamate Control 1
## 1247 NA NA Glutamate Control 1
## 1248 NA NA Glutamate Control 1
## 1249 NA NA Glutamate Control 1
## 1250 NA NA Glutamate Control 1
## 1251 NA NA Glutamate Control 1
## 1252 NA NA Glutamate Control 1
## 1253 NA NA Glutamate Control 1
## 1254 NA NA Glutamate Control 1
## 1255 NA NA Glutamate Control 1
## 1256 NA NA Glutamate Control 1
## 1257 NA NA Glutamate Control 1
## 1258 NA NA Glutamate Control 1
## 1259 NA NA Glutamate Control 1
## 1260 NA NA Glutamate Control 1
## 1261 NA NA Glutamate Control 1
## 1262 NA NA Glutamate Control 1
## 1263 NA NA Glutamate Control 1
## 1264 NA NA Glutamate Control 1
## 1265 NA NA Glutamate Control 1
## 1266 NA NA Glutamate Control 1
## 1267 NA NA Glutamate Control 1
## 1268 NA NA Glutamate Control 1
## 1269 NA NA Glutamate Control 1
## 1270 NA NA Glutamate Control 1
## 1271 NA NA Glutamate Control 1
## 1272 NA NA Glutamate Control 1
## 1273 NA NA Glutamate Control 1
## 1274 NA NA Glutamate Control 1
## 1275 NA NA Glutamate Control 1
## 1276 NA NA Glutamate Control 1
## 1277 NA NA Glutamate Control 1
## 1278 NA NA Glutamate Control 1
## 1279 NA NA Glutamate Control 1
## 1280 NA NA Glutamate Control 1
## 1281 NA NA Glutamate Control 1
## 1282 NA NA Glutamate Control 1
## 1283 NA NA Glutamate Control 1
## 1284 NA NA Glutamate Control 1
## 1285 NA NA Glutamate Control 1
## 1286 NA NA Glutamate Control 1
## 1287 NA NA Glutamate Control 1
## 1288 NA NA Glutamate Control 1
## 1289 NA NA Glutamate Control 1
## 1290 NA NA Glutamate Control 1
## 1291 NA NA Glutamate Control 1
## 1292 NA NA Glutamate Control 1
## 1293 NA NA Glutamate Control 1
## 1294 NA NA Glutamate Control 1
## 1295 NA NA Glutamate Control 1
## 1296 NA NA Glutamate Control 1
## 1297 NA NA Glutamate Control 1
## 1298 NA NA Glutamate Control 1
## 1299 NA NA Glutamate Control 1
## 1300 NA NA Glutamate Control 1
## 1301 NA NA Glutamate Control 1
## 1302 NA NA Glutamate Control 1
## 1303 NA NA Glutamate Control 1
## 1304 NA NA Glutamate Control 1
## 1305 NA NA Glutamate Control 1
## 1306 NA NA Glutamate Control 1
## 1307 NA NA Glutamate Control 1
## 1308 NA NA Glutamate Control 1
## 1309 NA NA Glutamate Control 1
## 1310 NA NA Glutamate Control 1
## 1311 NA NA Glutamate Control 1
## 1312 NA NA Glutamate Control 1
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## 1980 NA NA Glutamate Control 1
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## 1998 NA NA Glutamate Control 1
## 1999 NA NA Glutamate Control 1
## 2000 NA NA Glutamate Control 1
## 2001 NA NA Glutamate Control 1
## 2002 NA NA Glutamate Control 1
## 2003 NA NA Glutamate Control 1
## 2004 NA NA Glutamate Control 1
## 2005 NA NA Glutamate Control 1
## 2006 NA NA Glutamate Control 1
## 2007 NA NA Glutamate Control 1
## 2008 NA NA Glutamate Control 1
## 2009 NA NA Glutamate Control 1
## 2010 NA NA Glutamate Control 1
## 2011 NA NA Glutamate Control 1
## 2012 NA NA Glutamate Control 1
## 2013 NA NA Glutamate Control 1
## 2014 NA NA Glutamate Control 1
## 2015 NA NA Glutamate Control 1
## 2016 NA NA Glutamate Control 1
## 2017 NA NA Glutamate Control 1
## 2018 NA NA Glutamate Control 1
## 2019 NA NA Glutamate Control 1
## 2020 NA NA Glutamate Control 1
## 2021 NA NA Glutamate Control 1
## 2022 NA NA Glutamate Control 1
## 2023 NA NA Glutamate Control 1
## 2024 NA NA Glutamate Control 1
## 2025 NA NA Glutamate Control 1
## 2026 NA NA Glutamate Control 1
## 2027 NA NA Glutamate Control 1
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## 2029 NA NA Glutamate Control 1
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## 2499 NA NA Glutamate Control 1
## 2500 NA NA Glutamate Control 1
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## 2505 NA NA Glutamate Control 1
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## 2529 NA NA Glutamate Control 1
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## 2537 NA NA Glutamate Control 1
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## 2540 NA NA Glutamate Control 1
## 2541 NA NA Glutamate Control 1
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## 2623 NA NA Glutamate Control 1
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## 2652 NA NA Glutamate Control 1
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## 2655 NA NA Glutamate Control 1
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## 2662 NA NA Glutamate Control 1
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## 2671 NA NA Glutamate Control 1
## 2672 NA NA Glutamate Control 1
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## 2675 NA NA Glutamate Control 1
## 2676 NA NA Glutamate Control 1
## 2677 NA NA Glutamate Control 1
## 2678 NA NA Glutamate Control 1
## 2679 NA NA Glutamate Control 1
## 2680 NA NA Glutamate Control 1
## 2681 NA NA Glutamate Control 1
## 2682 NA NA Glutamate Control 1
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## 2684 NA NA Glutamate Control 1
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## 3357 NA NA Glutamate Control 1
## 3358 NA NA Glutamate Control 1
## 3359 NA NA Glutamate Control 1
## 3360 NA NA Glutamate Control 1
## 3361 NA NA Glutamate Control 1
## 3362 NA NA Glutamate Control 1
## 3363 NA NA Glutamate Control 1
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## 3365 NA NA Glutamate Control 1
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## 4040 NA NA Glutamate Control 1
## 4041 NA NA Glutamate Control 1
## 4042 NA NA Glutamate Control 1
## 4043 NA NA Glutamate Control 1
## 4044 NA NA Glutamate Control 1
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## 4715 NA NA Glutamate Control 1
## 4716 NA NA Glutamate Control 1
## 4717 NA NA Glutamate Control 1
## 4718 NA NA Glutamate Control 1
## 4719 NA NA Glutamate Control 1
## 4720 NA NA Glutamate Control 1
## 4721 NA NA Glutamate Control 1
## 4722 NA NA Glutamate Control 1
## 4723 NA NA Glutamate Control 1
## 4724 NA NA Glutamate Control 1
## 4725 NA NA Glutamate Control 1
## 4726 NA NA Glutamate Control 1
## 4727 NA NA Glutamate Control 1
## 4728 NA NA Glutamate Control 1
## 4729 NA NA Glutamate Control 1
## 4730 NA NA Glutamate Control 1
## 4731 NA NA Glutamate Control 1
## 4732 NA NA Glutamate Control 1
## 4733 NA NA Glutamate Control 1
## 4734 NA NA Glutamate Control 1
## 4735 NA NA Glutamate Control 1
## 4736 NA NA Glutamate Control 1
## 4737 NA NA Glutamate Control 1
## 4738 NA NA Glutamate Control 1
## 4739 NA NA Glutamate Control 1
## 4740 NA NA Glutamate Control 1
## 4741 NA NA Glutamate Control 1
## 4742 NA NA Glutamate Control 1
## 4743 NA NA Glutamate Control 1
## 4744 NA NA Glutamate Control 1
## 4745 NA NA Glutamate Control 1
## 4746 NA NA Glutamate Control 1
## 4747 NA NA Glutamate Control 1
## 4748 NA NA Glutamate Control 1
## 4749 NA NA Glutamate Control 1
## 4750 NA NA Glutamate Control 1
## 4751 NA NA Glutamate Control 1
## 4752 NA NA Glutamate Control 1
## 4753 NA NA Glutamate Control 1
## 4754 NA NA Glutamate Control 1
## 4755 NA NA Glutamate Control 1
## 4756 NA NA Glutamate Control 1
## 4757 NA NA Glutamate Control 1
## 4758 NA NA Glutamate Control 1
## 4759 NA NA Glutamate Control 1
## 4760 NA NA Glutamate Control 1
## 4761 NA NA Glutamate Control 1
## 4762 NA NA Glutamate Control 1
## 4763 NA NA Glutamate Control 1
## 4764 NA NA Glutamate Control 1
## 4765 NA NA Glutamate Control 1
## 4766 NA NA Glutamate Control 1
## 4767 NA NA Glutamate Control 1
## 4768 NA NA Glutamate Control 1
## 4769 NA NA Glutamate Control 1
## 4770 NA NA Glutamate Control 1
## 4771 NA NA Glutamate Control 1
## 4772 NA NA Glutamate Control 1
## 4773 NA NA Glutamate Control 1
## 4774 NA NA Glutamate Control 1
## 4775 NA NA Glutamate Control 1
## 4776 NA NA Glutamate Control 1
## 4777 NA NA Glutamate Control 1
## 4778 NA NA Glutamate Control 1
## 4779 NA NA Glutamate Control 1
## 4780 NA NA Glutamate Control 1
## 4781 NA NA Glutamate Control 1
## 4782 NA NA Glutamate Control 1
## 4783 NA NA Glutamate Control 1
## 4784 NA NA Glutamate Control 1
## 4785 NA NA Glutamate Control 1
## 4786 NA NA Glutamate Control 1
## 4787 NA NA Glutamate Control 1
## 4788 NA NA Glutamate Control 1
## 4789 NA NA Glutamate Control 1
## 4790 NA NA Glutamate Control 1
## 4791 NA NA Glutamate Control 1
## 4792 NA NA Glutamate Control 1
## 4793 NA NA Glutamate Control 1
## 4794 NA NA Glutamate Control 1
## 4795 NA NA Glutamate Control 1
## 4796 NA NA Glutamate Control 1
## 4797 NA NA Glutamate Control 1
## 4798 NA NA Glutamate Control 1
## 4799 NA NA Glutamate Control 1
## 4800 NA NA Glutamate Control 1
## 4801 NA NA Glutamate Control 1
## 4802 NA NA Glutamate Control 1
## 4803 NA NA Glutamate Control 1
## 4804 NA NA Glutamate Control 1
## 4805 NA NA Glutamate Control 1
## 4806 NA NA Glutamate Control 1
## 4807 NA NA Glutamate Control 1
## 4808 NA NA Glutamate Control 1
## 4809 NA NA Glutamate Control 1
## 4810 NA NA Glutamate Control 1
## 4811 NA NA Glutamate Control 1
## 4812 NA NA Glutamate Control 1
## 4813 NA NA Glutamate Control 1
## 4814 NA NA Glutamate Control 1
## 4815 NA NA Glutamate Control 1
## 4816 NA NA Glutamate Control 1
## 4817 NA NA Glutamate Control 1
## 4818 NA NA Glutamate Control 1
## 4819 NA NA Glutamate Control 1
## 4820 NA NA Glutamate Control 1
## 4821 NA NA Glutamate Control 1
## 4822 NA NA Glutamate Control 1
## 4823 NA NA Glutamate Control 1
## 4824 NA NA Glutamate Control 1
## 4825 NA NA Glutamate Control 1
## 4826 NA NA Glutamate Control 1
## 4827 NA NA Glutamate Control 1
## 4828 NA NA Glutamate Control 1
## 4829 NA NA Glutamate Control 1
## 4830 NA NA Glutamate Control 1
## 4831 NA NA Glutamate Control 1
## 4832 NA NA Glutamate Control 1
## 4833 NA NA Glutamate Control 1
## 4834 NA NA Glutamate Control 1
## 4835 NA NA Glutamate Control 1
## 4836 NA NA Glutamate Control 1
## 4837 NA NA Glutamate Control 1
## 4838 NA NA Glutamate Control 1
## 4839 NA NA Glutamate Control 1
## 4840 NA NA Glutamate Control 1
## 4841 NA NA Glutamate Control 1
## 4842 NA NA Glutamate Control 1
## 4843 NA NA Glutamate Control 1
## 4844 NA NA Glutamate Control 1
## 4845 NA NA Glutamate Control 1
## 4846 NA NA Glutamate Control 1
## 4847 NA NA Glutamate Control 1
## 4848 NA NA Glutamate Control 1
## 4849 NA NA Glutamate Control 1
## 4850 NA NA Glutamate Control 1
## 4851 NA NA Glutamate Control 1
## 4852 NA NA Glutamate Control 1
## 4853 NA NA Glutamate Control 1
## 4854 NA NA Glutamate Control 1
## 4855 NA NA Glutamate Control 1
## 4856 NA NA Glutamate Control 1
## 4857 NA NA Glutamate Control 1
## 4858 NA NA Glutamate Control 1
## 4859 NA NA Glutamate Control 1
## 4860 NA NA Glutamate Control 1
## 4861 NA NA Glutamate Control 1
## 4862 NA NA Glutamate Control 1
## 4863 NA NA Glutamate Control 1
## 4864 NA NA Glutamate Control 1
## 4865 NA NA Glutamate Control 1
## 4866 NA NA Glutamate Control 1
## 4867 NA NA Glutamate Control 1
## 4868 NA NA Glutamate Control 1
## 4869 NA NA Glutamate Control 1
## 4870 NA NA Glutamate Control 1
## 4871 NA NA Glutamate Control 1
## 4872 NA NA Glutamate Control 1
## 4873 NA NA Glutamate Control 1
## 4874 NA NA Glutamate Control 1
## 4875 NA NA Glutamate Control 1
## 4876 NA NA Glutamate Control 1
## 4877 NA NA Glutamate Control 1
## 4878 NA NA Glutamate Control 1
## 4879 NA NA Glutamate Control 1
## 4880 NA NA Glutamate Control 1
## 4881 NA NA Glutamate Control 1
## 4882 NA NA Glutamate Control 1
## 4883 NA NA Glutamate Control 1
## 4884 NA NA Glutamate Control 1
## 4885 NA NA Glutamate Control 1
## 4886 NA NA Glutamate Control 1
## 4887 NA NA Glutamate Control 1
## 4888 NA NA Glutamate Control 1
## 4889 NA NA Glutamate Control 1
## 4890 NA NA Glutamate Control 1
## 4891 NA NA Glutamate Control 1
## 4892 NA NA Glutamate Control 1
## 4893 NA NA Glutamate Control 1
## 4894 NA NA Glutamate Control 1
## 4895 NA NA Glutamate Control 1
## 4896 NA NA Glutamate Control 1
## 4897 NA NA Glutamate Control 1
## 4898 NA NA Glutamate Control 1
## 4899 NA NA Glutamate Control 1
## 4900 NA NA Glutamate Control 1
## 4901 NA NA Glutamate Control 1
## 4902 NA NA Glutamate Control 1
## 4903 NA NA Glutamate Control 1
## 4904 NA NA Glutamate Control 1
## 4905 NA NA Glutamate Control 1
## 4906 NA NA Glutamate Control 1
## 4907 NA NA Glutamate Control 1
## 4908 NA NA Glutamate Control 1
## 4909 NA NA Glutamate Control 1
## 4910 NA NA Glutamate Control 1
## 4911 NA NA Glutamate Control 1
## 4912 NA NA Glutamate Control 1
## 4913 NA NA Glutamate Control 1
## 4914 NA NA Glutamate Control 1
## 4915 NA NA Glutamate Control 1
## 4916 NA NA Glutamate Control 1
## 4917 NA NA Glutamate Control 1
## 4918 NA NA Glutamate Control 1
## 4919 NA NA Glutamate Control 1
## 4920 NA NA Glutamate Control 1
## 4921 NA NA Glutamate Control 1
## 4922 NA NA Glutamate Control 1
## 4923 NA NA Glutamate Control 1
## 4924 NA NA Glutamate Control 1
## 4925 NA NA Glutamate Control 1
## 4926 NA NA Glutamate Control 1
## 4927 NA NA Glutamate Control 1
## 4928 NA NA Glutamate Control 1
## 4929 NA NA Glutamate Control 1
## 4930 NA NA Glutamate Control 1
## 4931 NA NA Glutamate Control 1
## 4932 NA NA Glutamate Control 1
## 4933 NA NA Glutamate Control 1
## 4934 NA NA Glutamate Control 1
## 4935 NA NA Glutamate Control 1
## 4936 NA NA Glutamate Control 1
## 4937 NA NA Glutamate Control 1
## 4938 NA NA Glutamate Control 1
## 4939 NA NA Glutamate Control 1
## 4940 NA NA Glutamate Control 1
## 4941 NA NA Glutamate Control 1
## 4942 NA NA Glutamate Control 1
## 4943 NA NA Glutamate Control 1
## 4944 NA NA Glutamate Control 1
## 4945 NA NA Glutamate Control 1
## 4946 NA NA Glutamate Control 1
## 4947 NA NA Glutamate Control 1
## 4948 NA NA Glutamate Control 1
## 4949 NA NA Glutamate Control 1
## 4950 NA NA Glutamate Control 1
## 4951 NA NA Glutamate Control 1
## 4952 NA NA Glutamate Control 1
## 4953 NA NA Glutamate Control 1
## 4954 NA NA Glutamate Control 1
## 4955 NA NA Glutamate Control 1
## 4956 NA NA Glutamate Control 1
## 4957 NA NA Glutamate Control 1
## 4958 NA NA Glutamate Control 1
## 4959 NA NA Glutamate Control 1
## 4960 NA NA Glutamate Control 1
## 4961 NA NA Glutamate Control 1
## 4962 NA NA Glutamate Control 1
## 4963 NA NA Glutamate Control 1
## 4964 NA NA Glutamate Control 1
## 4965 NA NA Glutamate Control 1
## 4966 NA NA Glutamate Control 1
## 4967 NA NA Glutamate Control 1
## 4968 NA NA Glutamate Control 1
## 4969 NA NA Glutamate Control 1
## 4970 NA NA Glutamate Control 1
## 4971 NA NA Glutamate Control 1
## 4972 NA NA Glutamate Control 1
## 4973 NA NA Glutamate Control 1
## 4974 NA NA Glutamate Control 1
## 4975 NA NA Glutamate Control 1
## 4976 NA NA Glutamate Control 1
## 4977 NA NA Glutamate Control 1
## 4978 NA NA Glutamate Control 1
## 4979 NA NA Glutamate Control 1
## 4980 NA NA Glutamate Control 1
## 4981 NA NA Glutamate Control 1
## 4982 NA NA Glutamate Control 1
## 4983 NA NA Glutamate Control 1
## 4984 NA NA Glutamate Control 1
## 4985 NA NA Glutamate Control 1
## 4986 NA NA Glutamate Control 1
## 4987 NA NA Glutamate Control 1
## 4988 NA NA Glutamate Control 1
## 4989 NA NA Glutamate Control 1
## 4990 NA NA Glutamate Control 1
## 4991 NA NA Glutamate Control 1
## 4992 NA NA Glutamate Control 1
## 4993 NA NA Glutamate Control 1
## 4994 NA NA Glutamate Control 1
## 4995 NA NA Glutamate Control 1
## 4996 NA NA Glutamate Control 1
## 4997 NA NA Glutamate Control 1
## 4998 NA NA Glutamate Control 1
## 4999 NA NA Glutamate Control 1
## 5000 NA NA Glutamate Control 1
## 5001 NA NA Glutamate Control 1
## 5002 NA NA Glutamate Control 1
## 5003 NA NA Glutamate Control 1
## 5004 NA NA Glutamate Control 1
## 5005 NA NA Glutamate Control 1
## 5006 NA NA Glutamate Control 1
## 5007 NA NA Glutamate Control 1
## 5008 NA NA Glutamate Control 1
## 5009 NA NA Glutamate Control 1
## 5010 NA NA Glutamate Control 1
## 5011 NA NA Glutamate Control 1
## 5012 NA NA Glutamate Control 1
## 5013 NA NA Glutamate Control 1
## 5014 NA NA Glutamate Control 1
## 5015 NA NA Glutamate Control 1
## 5016 NA NA Glutamate Control 1
## 5017 NA NA Glutamate Control 1
## 5018 NA NA Glutamate Control 1
## 5019 NA NA Glutamate Control 1
## 5020 NA NA Glutamate Control 1
## 5021 NA NA Glutamate Control 1
## 5022 NA NA Glutamate Control 1
## 5023 NA NA Glutamate Control 1
## 5024 NA NA Glutamate Control 1
## 5025 NA NA Glutamate Control 1
## 5026 NA NA Glutamate Control 1
## 5027 NA NA Glutamate Control 1
## 5028 NA NA Glutamate Control 1
## 5029 NA NA Glutamate Control 1
## 5030 NA NA Glutamate Control 1
## 5031 NA NA Glutamate Control 1
## 5032 NA NA Glutamate Control 1
## 5033 NA NA Glutamate Control 1
## 5034 NA NA Glutamate Control 1
## 5035 NA NA Glutamate Control 1
## 5036 NA NA Glutamate Control 1
## 5037 NA NA Glutamate Control 1
## 5038 NA NA Glutamate Control 1
## 5039 NA NA Glutamate Control 1
## 5040 NA NA Glutamate Control 1
## 5041 NA NA Glutamate Control 1
## 5042 NA NA Glutamate Control 1
## 5043 NA NA Glutamate Control 1
## 5044 NA NA Glutamate Control 1
## 5045 NA NA Glutamate Control 1
## 5046 NA NA Glutamate Control 1
## 5047 NA NA Glutamate Control 1
## 5048 NA NA Glutamate Control 1
## 5049 NA NA Glutamate Control 1
## 5050 NA NA Glutamate Control 1
## 5051 NA NA Glutamate Control 1
## 5052 NA NA Glutamate Control 1
## 5053 NA NA Glutamate Control 1
## 5054 NA NA Glutamate Control 1
## 5055 NA NA Glutamate Control 1
## 5056 NA NA Glutamate Control 1
## 5057 NA NA Glutamate Control 1
## 5058 NA NA Glutamate Control 1
## 5059 NA NA Glutamate Control 1
## 5060 NA NA Glutamate Control 1
## 5061 NA NA Glutamate Control 1
## 5062 NA NA Glutamate Control 1
## 5063 NA NA Glutamate Control 1
## 5064 NA NA Glutamate Control 1
## 5065 NA NA Glutamate Control 1
## 5066 NA NA Glutamate Control 1
## 5067 NA NA Glutamate Control 1
## 5068 NA NA Glutamate Control 1
## 5069 NA NA Glutamate Control 1
## 5070 NA NA Glutamate Control 1
## 5071 NA NA Glutamate Control 1
## 5072 NA NA Glutamate Control 1
## 5073 NA NA Glutamate Control 1
## 5074 NA NA Glutamate Control 1
## 5075 NA NA Glutamate Control 1
## 5076 NA NA Glutamate Control 1
## 5077 NA NA Glutamate Control 1
## 5078 NA NA Glutamate Control 1
## 5079 NA NA Glutamate Control 1
## 5080 NA NA Glutamate Control 1
## 5081 NA NA Glutamate Control 1
## 5082 NA NA Glutamate Control 1
## 5083 NA NA Glutamate Control 1
## 5084 NA NA Glutamate Control 1
## 5085 NA NA Glutamate Control 1
## 5086 NA NA Glutamate Control 1
## 5087 NA NA Glutamate Control 1
## 5088 NA NA Glutamate Control 1
## 5089 NA NA Glutamate Control 1
## 5090 NA NA Glutamate Control 1
## 5091 NA NA Glutamate Control 1
## 5092 NA NA Glutamate Control 1
## 5093 NA NA Glutamate Control 1
## 5094 NA NA Glutamate Control 1
## 5095 NA NA Glutamate Control 1
## 5096 NA NA Glutamate Control 1
## 5097 NA NA Glutamate Control 1
## 5098 NA NA Glutamate Control 1
## 5099 NA NA Glutamate Control 1
## 5100 NA NA Glutamate Control 1
## 5101 NA NA Glutamate Control 1
## 5102 NA NA Glutamate Control 1
## 5103 NA NA Glutamate Control 1
## 5104 NA NA Glutamate Control 1
## 5105 NA NA Glutamate Control 1
## 5106 NA NA Glutamate Control 1
## 5107 NA NA Glutamate Control 1
## 5108 NA NA Glutamate Control 1
## 5109 NA NA Glutamate Control 1
## 5110 NA NA Glutamate Control 1
## 5111 NA NA Glutamate Control 1
## 5112 NA NA Glutamate Control 1
## 5113 NA NA Glutamate Control 1
## 5114 NA NA Glutamate Control 1
## 5115 NA NA Glutamate Control 1
## 5116 NA NA Glutamate Control 1
## 5117 NA NA Glutamate Control 1
## 5118 NA NA Glutamate Control 1
## 5119 NA NA Glutamate Control 1
## 5120 NA NA Glutamate Control 1
## 5121 NA NA Glutamate Control 1
## 5122 NA NA Glutamate Control 1
## 5123 NA NA Glutamate Control 1
## 5124 NA NA Glutamate Control 1
## 5125 NA NA Glutamate Control 1
## 5126 NA NA Glutamate Control 1
## 5127 NA NA Glutamate Control 1
## 5128 NA NA Glutamate Control 1
## 5129 NA NA Glutamate Control 1
## 5130 NA NA Glutamate Control 1
## 5131 NA NA Glutamate Control 1
## 5132 NA NA Glutamate Control 1
## 5133 NA NA Glutamate Control 1
## 5134 NA NA Glutamate Control 1
## 5135 NA NA Glutamate Control 1
## 5136 NA NA Glutamate Control 1
## 5137 NA NA Glutamate Control 1
## 5138 NA NA Glutamate Control 1
## 5139 NA NA Glutamate Control 1
## 5140 NA NA Glutamate Control 1
## 5141 NA NA Glutamate Control 1
## 5142 NA NA Glutamate Control 1
## 5143 NA NA Glutamate Control 1
## 5144 NA NA Glutamate Control 1
## 5145 NA NA Glutamate Control 1
## 5146 NA NA Glutamate Control 1
## 5147 NA NA Glutamate Control 1
## 5148 NA NA Glutamate Control 1
## 5149 NA NA Glutamate Control 1
## 5150 NA NA Glutamate Control 1
## 5151 NA NA Glutamate Control 1
## 5152 NA NA Glutamate Control 1
## 5153 NA NA Glutamate Control 1
## 5154 NA NA Glutamate Control 1
## 5155 NA NA Glutamate Control 1
## 5156 NA NA Glutamate Control 1
## 5157 NA NA Glutamate Control 1
## 5158 NA NA Glutamate Control 1
## 5159 NA NA Glutamate Control 1
## 5160 NA NA Glutamate Control 1
## 5161 NA NA Glutamate Control 1
## 5162 NA NA Glutamate Control 1
## 5163 NA NA Glutamate Control 1
## 5164 NA NA Glutamate Control 1
## 5165 NA NA Glutamate Control 1
## 5166 NA NA Glutamate Control 1
## 5167 NA NA Glutamate Control 1
## 5168 NA NA Glutamate Control 1
## 5169 NA NA Glutamate Control 1
## 5170 NA NA Glutamate Control 1
## 5171 NA NA Glutamate Control 1
## 5172 NA NA Glutamate Control 1
## 5173 NA NA Glutamate Control 1
## 5174 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5175 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5176 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5177 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5178 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5179 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5180 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5181 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5182 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5183 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5184 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5185 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5186 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5187 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5188 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5189 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5190 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5191 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5192 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5193 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5194 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5195 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5196 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5197 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5198 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5199 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5200 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5201 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5202 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5203 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5204 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5205 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5206 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5207 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5208 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5209 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5210 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5211 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5212 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5213 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5214 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5215 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5216 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5217 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5218 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5219 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5220 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5221 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5222 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5223 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5224 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5225 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5226 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5227 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5228 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5229 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5230 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5231 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5232 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5233 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5234 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5235 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5236 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5237 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5238 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5239 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5240 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5241 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5242 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5243 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5244 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5245 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5246 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5247 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5248 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5249 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5250 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5251 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5252 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5253 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5254 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5255 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5256 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5257 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5258 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5259 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5260 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5261 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5262 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5263 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5264 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5265 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5266 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5267 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5268 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5269 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5270 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5271 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5272 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5273 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5274 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5275 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5276 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5277 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5278 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5279 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5280 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5281 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5282 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5283 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5284 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5285 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5286 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5287 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5288 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5289 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5290 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5291 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5292 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5293 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5294 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5295 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5296 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5297 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5298 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5299 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5300 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5301 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5302 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5303 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5304 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5305 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5306 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5307 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5308 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5309 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5310 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5311 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5312 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5313 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5314 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5315 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5316 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5317 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5318 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5319 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5320 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5321 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5322 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5323 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5324 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5325 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5326 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5327 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5328 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5329 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5330 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5331 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5332 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5333 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5334 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5335 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5336 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5337 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5338 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5339 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5340 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5341 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5342 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5343 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5344 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5345 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5346 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5347 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5348 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5349 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5350 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5351 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5352 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5353 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5354 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5355 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5356 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5357 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5358 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5359 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5360 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5361 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5362 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5363 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5364 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5365 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5366 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5367 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5368 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5369 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5370 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5371 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5372 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5373 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5374 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5375 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5376 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5377 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5378 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5379 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5380 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5381 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5382 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5383 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5384 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5385 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5386 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5387 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5388 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5389 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5390 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5391 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5392 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5393 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5394 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5395 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5396 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5397 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5398 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5399 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5400 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5401 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5402 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5403 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5404 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5405 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5406 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5407 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5408 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5409 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5410 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5411 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5412 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5413 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5414 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5415 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5416 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5417 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5418 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5419 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5420 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5421 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5422 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5423 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5424 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5425 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5426 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5427 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5428 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5429 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5430 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5431 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5432 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5433 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5434 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5435 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5436 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5437 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5438 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5439 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5440 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5441 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5442 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5443 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5444 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5445 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5446 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5447 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5448 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5449 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5450 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5451 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5452 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5453 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5454 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5455 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5456 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5457 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5458 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5459 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5460 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5461 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5462 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5463 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5464 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5465 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5466 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5467 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5468 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5469 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5470 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5471 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5472 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5473 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5474 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5475 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5476 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5477 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5478 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5479 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5480 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5481 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5482 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5483 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5484 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5485 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5486 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5487 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5488 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5489 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5490 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5491 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5492 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5493 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5494 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5495 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5496 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5497 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5498 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5499 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5500 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5501 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5502 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5503 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5504 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5505 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5506 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5507 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5508 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5509 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5510 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5511 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5512 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5513 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5514 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5515 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5516 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5517 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5518 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5519 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5520 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5521 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5522 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5523 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5524 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5525 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5526 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5527 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5528 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5529 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5530 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5531 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5532 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5533 30 1 Glutamate Control 2 1.3, 1.4, 1.4, 1.4, 1.3, 1.4
## 5534 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5535 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5536 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5537 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5538 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5539 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5540 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5541 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5542 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5543 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5544 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5545 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5546 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5547 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5548 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5549 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5550 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5551 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5552 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5553 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5554 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## 5555 30 1 Glutamate Control 2 2.2, 2.1, 2.3, 2.6, 3-3.9, 4.0
## notes
## 1 flow rate very low, suction stopping intermittently during all recording
## 2 flow rate very low, suction stopping intermittently during all recording
## 3 flow rate very low, suction stopping intermittently during all recording
## 4 flow rate very low, suction stopping intermittently during all recording
## 5 flow rate very low, suction stopping intermittently during all recording
## 6 flow rate very low, suction stopping intermittently during all recording
## 7 flow rate very low, suction stopping intermittently during all recording
## 8 flow rate very low, suction stopping intermittently during all recording
## 9 flow rate very low, suction stopping intermittently during all recording
## 10 flow rate very low, suction stopping intermittently during all recording
## 11 flow rate very low, suction stopping intermittently during all recording
## 12 flow rate very low, suction stopping intermittently during all recording
## 13 flow rate very low, suction stopping intermittently during all recording
## 14 flow rate very low, suction stopping intermittently during all recording
## 15 flow rate very low, suction stopping intermittently during all recording
## 16 flow rate very low, suction stopping intermittently during all recording
## 17 flow rate very low, suction stopping intermittently during all recording
## 18 flow rate very low, suction stopping intermittently during all recording
## 19 flow rate very low, suction stopping intermittently during all recording
## 20 flow rate very low, suction stopping intermittently during all recording
## 21 flow rate very low, suction stopping intermittently during all recording
## 22 flow rate very low, suction stopping intermittently during all recording
## 23 flow rate very low, suction stopping intermittently during all recording
## 24 flow rate very low, suction stopping intermittently during all recording
## 25 flow rate very low, suction stopping intermittently during all recording
## 26 flow rate very low, suction stopping intermittently during all recording
## 27 flow rate very low, suction stopping intermittently during all recording
## 28 flow rate very low, suction stopping intermittently during all recording
## 29 flow rate very low, suction stopping intermittently during all recording
## 30 flow rate very low, suction stopping intermittently during all recording
## 31 flow rate very low, suction stopping intermittently during all recording
## 32 flow rate very low, suction stopping intermittently during all recording
## 33 flow rate very low, suction stopping intermittently during all recording
## 34 flow rate very low, suction stopping intermittently during all recording
## 35 flow rate very low, suction stopping intermittently during all recording
## 36 flow rate very low, suction stopping intermittently during all recording
## 37 flow rate very low, suction stopping intermittently during all recording
## 38 flow rate very low, suction stopping intermittently during all recording
## 39 flow rate very low, suction stopping intermittently during all recording
## 40 flow rate very low, suction stopping intermittently during all recording
## 41 flow rate very low, suction stopping intermittently during all recording
## 42 flow rate very low, suction stopping intermittently during all recording
## 43 flow rate very low, suction stopping intermittently during all recording
## 44 flow rate very low, suction stopping intermittently during all recording
## 45 flow rate very low, suction stopping intermittently during all recording
## 46 flow rate very low, suction stopping intermittently during all recording
## 47 flow rate very low, suction stopping intermittently during all recording
## 48 flow rate very low, suction stopping intermittently during all recording
## 49 flow rate very low, suction stopping intermittently during all recording
## 50 flow rate very low, suction stopping intermittently during all recording
## 51 flow rate very low, suction stopping intermittently during all recording
## 52 flow rate very low, suction stopping intermittently during all recording
## 53 flow rate very low, suction stopping intermittently during all recording
## 54 flow rate very low, suction stopping intermittently during all recording
## 55 flow rate very low, suction stopping intermittently during all recording
## 56 flow rate very low, suction stopping intermittently during all recording
## 57 flow rate very low, suction stopping intermittently during all recording
## 58 flow rate very low, suction stopping intermittently during all recording
## 59 flow rate very low, suction stopping intermittently during all recording
## 60 flow rate very low, suction stopping intermittently during all recording
## 61 flow rate very low, suction stopping intermittently during all recording
## 62 flow rate very low, suction stopping intermittently during all recording
## 63 flow rate very low, suction stopping intermittently during all recording
## 64 flow rate very low, suction stopping intermittently during all recording
## 65 flow rate very low, suction stopping intermittently during all recording
## 66 flow rate very low, suction stopping intermittently during all recording
## 67 flow rate very low, suction stopping intermittently during all recording
## 68 flow rate very low, suction stopping intermittently during all recording
## 69 flow rate very low, suction stopping intermittently during all recording
## 70 flow rate very low, suction stopping intermittently during all recording
## 71 flow rate very low, suction stopping intermittently during all recording
## 72 flow rate very low, suction stopping intermittently during all recording
## 73 flow rate very low, suction stopping intermittently during all recording
## 74 flow rate very low, suction stopping intermittently during all recording
## 75 flow rate very low, suction stopping intermittently during all recording
## 76 flow rate very low, suction stopping intermittently during all recording
## 77 flow rate very low, suction stopping intermittently during all recording
## 78 flow rate very low, suction stopping intermittently during all recording
## 79 flow rate very low, suction stopping intermittently during all recording
## 80 flow rate very low, suction stopping intermittently during all recording
## 81 flow rate very low, suction stopping intermittently during all recording
## 82 flow rate very low, suction stopping intermittently during all recording
## 83 flow rate very low, suction stopping intermittently during all recording
## 84 flow rate very low, suction stopping intermittently during all recording
## 85 flow rate very low, suction stopping intermittently during all recording
## 86 flow rate very low, suction stopping intermittently during all recording
## 87 flow rate very low, suction stopping intermittently during all recording
## 88 flow rate very low, suction stopping intermittently during all recording
## 89 flow rate very low, suction stopping intermittently during all recording
## 90 flow rate very low, suction stopping intermittently during all recording
## 91 flow rate very low, suction stopping intermittently during all recording
## 92 flow rate very low, suction stopping intermittently during all recording
## 93 flow rate very low, suction stopping intermittently during all recording
## 94 flow rate very low, suction stopping intermittently during all recording
## 95 flow rate very low, suction stopping intermittently during all recording
## 96 flow rate very low, suction stopping intermittently during all recording
## 97 flow rate very low, suction stopping intermittently during all recording
## 98 flow rate very low, suction stopping intermittently during all recording
## 99 flow rate very low, suction stopping intermittently during all recording
## 100 flow rate very low, suction stopping intermittently during all recording
## 101 flow rate very low, suction stopping intermittently during all recording
## 102 flow rate very low, suction stopping intermittently during all recording
## 103 flow rate very low, suction stopping intermittently during all recording
## 104 flow rate very low, suction stopping intermittently during all recording
## 105 flow rate very low, suction stopping intermittently during all recording
## 106 flow rate very low, suction stopping intermittently during all recording
## 107 flow rate very low, suction stopping intermittently during all recording
## 108 flow rate very low, suction stopping intermittently during all recording
## 109 flow rate very low, suction stopping intermittently during all recording
## 110 flow rate very low, suction stopping intermittently during all recording
## 111 flow rate very low, suction stopping intermittently during all recording
## 112 flow rate very low, suction stopping intermittently during all recording
## 113 flow rate very low, suction stopping intermittently during all recording
## 114 flow rate very low, suction stopping intermittently during all recording
## 115 flow rate very low, suction stopping intermittently during all recording
## 116 flow rate very low, suction stopping intermittently during all recording
## 117 flow rate very low, suction stopping intermittently during all recording
## 118 flow rate very low, suction stopping intermittently during all recording
## 119 flow rate very low, suction stopping intermittently during all recording
## 120 flow rate very low, suction stopping intermittently during all recording
## 121 flow rate very low, suction stopping intermittently during all recording
## 122 flow rate very low, suction stopping intermittently during all recording
## 123 flow rate very low, suction stopping intermittently during all recording
## 124 flow rate very low, suction stopping intermittently during all recording
## 125 flow rate very low, suction stopping intermittently during all recording
## 126 flow rate very low, suction stopping intermittently during all recording
## 127 flow rate very low, suction stopping intermittently during all recording
## 128 flow rate very low, suction stopping intermittently during all recording
## 129 flow rate very low, suction stopping intermittently during all recording
## 130 flow rate very low, suction stopping intermittently during all recording
## 131 flow rate very low, suction stopping intermittently during all recording
## 132 flow rate very low, suction stopping intermittently during all recording
## 133 flow rate very low, suction stopping intermittently during all recording
## 134 flow rate very low, suction stopping intermittently during all recording
## 135 flow rate very low, suction stopping intermittently during all recording
## 136 flow rate very low, suction stopping intermittently during all recording
## 137 flow rate very low, suction stopping intermittently during all recording
## 138 flow rate very low, suction stopping intermittently during all recording
## 139 flow rate very low, suction stopping intermittently during all recording
## 140 flow rate very low, suction stopping intermittently during all recording
## 141 flow rate very low, suction stopping intermittently during all recording
## 142 flow rate very low, suction stopping intermittently during all recording
## 143 flow rate very low, suction stopping intermittently during all recording
## 144 flow rate very low, suction stopping intermittently during all recording
## 145 flow rate very low, suction stopping intermittently during all recording
## 146 flow rate very low, suction stopping intermittently during all recording
## 147 flow rate very low, suction stopping intermittently during all recording
## 148 flow rate very low, suction stopping intermittently during all recording
## 149 flow rate very low, suction stopping intermittently during all recording
## 150 flow rate very low, suction stopping intermittently during all recording
## 151 flow rate very low, suction stopping intermittently during all recording
## 152 flow rate very low, suction stopping intermittently during all recording
## 153 flow rate very low, suction stopping intermittently during all recording
## 154 flow rate very low, suction stopping intermittently during all recording
## 155 flow rate very low, suction stopping intermittently during all recording
## 156 flow rate very low, suction stopping intermittently during all recording
## 157 flow rate very low, suction stopping intermittently during all recording
## 158 flow rate very low, suction stopping intermittently during all recording
## 159 flow rate very low, suction stopping intermittently during all recording
## 160 flow rate very low, suction stopping intermittently during all recording
## 161 flow rate very low, suction stopping intermittently during all recording
## 162 flow rate very low, suction stopping intermittently during all recording
## 163 flow rate very low, suction stopping intermittently during all recording
## 164 flow rate very low, suction stopping intermittently during all recording
## 165 flow rate very low, suction stopping intermittently during all recording
## 166 flow rate very low, suction stopping intermittently during all recording
## 167 flow rate very low, suction stopping intermittently during all recording
## 168 flow rate very low, suction stopping intermittently during all recording
## 169 flow rate very low, suction stopping intermittently during all recording
## 170 flow rate very low, suction stopping intermittently during all recording
## 171 flow rate very low, suction stopping intermittently during all recording
## 172 flow rate very low, suction stopping intermittently during all recording
## 173 flow rate very low, suction stopping intermittently during all recording
## 174 flow rate very low, suction stopping intermittently during all recording
## 175 flow rate very low, suction stopping intermittently during all recording
## 176 flow rate very low, suction stopping intermittently during all recording
## 177 flow rate very low, suction stopping intermittently during all recording
## 178 flow rate very low, suction stopping intermittently during all recording
## 179 flow rate very low, suction stopping intermittently during all recording
## 180 flow rate very low, suction stopping intermittently during all recording
## 181 flow rate very low, suction stopping intermittently during all recording
## 182 flow rate very low, suction stopping intermittently during all recording
## 183 flow rate very low, suction stopping intermittently during all recording
## 184 flow rate very low, suction stopping intermittently during all recording
## 185 flow rate very low, suction stopping intermittently during all recording
## 186 flow rate very low, suction stopping intermittently during all recording
## 187 flow rate very low, suction stopping intermittently during all recording
## 188 flow rate very low, suction stopping intermittently during all recording
## 189 flow rate very low, suction stopping intermittently during all recording
## 190 flow rate very low, suction stopping intermittently during all recording
## 191 flow rate very low, suction stopping intermittently during all recording
## 192 flow rate very low, suction stopping intermittently during all recording
## 193 flow rate very low, suction stopping intermittently during all recording
## 194 flow rate very low, suction stopping intermittently during all recording
## 195 flow rate very low, suction stopping intermittently during all recording
## 196 flow rate very low, suction stopping intermittently during all recording
## 197 flow rate very low, suction stopping intermittently during all recording
## 198 flow rate very low, suction stopping intermittently during all recording
## 199 flow rate very low, suction stopping intermittently during all recording
## 200 flow rate very low, suction stopping intermittently during all recording
## 201 flow rate very low, suction stopping intermittently during all recording
## 202 flow rate very low, suction stopping intermittently during all recording
## 203 flow rate very low, suction stopping intermittently during all recording
## 204 flow rate very low, suction stopping intermittently during all recording
## 205 flow rate very low, suction stopping intermittently during all recording
## 206 flow rate very low, suction stopping intermittently during all recording
## 207 flow rate very low, suction stopping intermittently during all recording
## 208 flow rate very low, suction stopping intermittently during all recording
## 209 flow rate very low, suction stopping intermittently during all recording
## 210 flow rate very low, suction stopping intermittently during all recording
## 211 flow rate very low, suction stopping intermittently during all recording
## 212 flow rate very low, suction stopping intermittently during all recording
## 213 flow rate very low, suction stopping intermittently during all recording
## 214 flow rate very low, suction stopping intermittently during all recording
## 215 flow rate very low, suction stopping intermittently during all recording
## 216 flow rate very low, suction stopping intermittently during all recording
## 217 flow rate very low, suction stopping intermittently during all recording
## 218 flow rate very low, suction stopping intermittently during all recording
## 219 flow rate very low, suction stopping intermittently during all recording
## 220 flow rate very low, suction stopping intermittently during all recording
## 221 flow rate very low, suction stopping intermittently during all recording
## 222 flow rate very low, suction stopping intermittently during all recording
## 223 flow rate very low, suction stopping intermittently during all recording
## 224 flow rate very low, suction stopping intermittently during all recording
## 225 flow rate very low, suction stopping intermittently during all recording
## 226 flow rate very low, suction stopping intermittently during all recording
## 227 flow rate very low, suction stopping intermittently during all recording
## 228 flow rate very low, suction stopping intermittently during all recording
## 229 flow rate very low, suction stopping intermittently during all recording
## 230 flow rate very low, suction stopping intermittently during all recording
## 231 flow rate very low, suction stopping intermittently during all recording
## 232 flow rate very low, suction stopping intermittently during all recording
## 233 flow rate very low, suction stopping intermittently during all recording
## 234 flow rate very low, suction stopping intermittently during all recording
## 235 flow rate very low, suction stopping intermittently during all recording
## 236 flow rate very low, suction stopping intermittently during all recording
## 237 flow rate very low, suction stopping intermittently during all recording
## 238 flow rate very low, suction stopping intermittently during all recording
## 239 flow rate very low, suction stopping intermittently during all recording
## 240 flow rate very low, suction stopping intermittently during all recording
## 241 flow rate very low, suction stopping intermittently during all recording
## 242 flow rate very low, suction stopping intermittently during all recording
## 243 flow rate very low, suction stopping intermittently during all recording
## 244 flow rate very low, suction stopping intermittently during all recording
## 245 flow rate very low, suction stopping intermittently during all recording
## 246 flow rate very low, suction stopping intermittently during all recording
## 247 flow rate very low, suction stopping intermittently during all recording
## 248 flow rate very low, suction stopping intermittently during all recording
## 249 flow rate very low, suction stopping intermittently during all recording
## 250 flow rate very low, suction stopping intermittently during all recording
## 251 flow rate very low, suction stopping intermittently during all recording
## 252 flow rate very low, suction stopping intermittently during all recording
## 253 flow rate very low, suction stopping intermittently during all recording
## 254 flow rate very low, suction stopping intermittently during all recording
## 255 flow rate very low, suction stopping intermittently during all recording
## 256 flow rate very low, suction stopping intermittently during all recording
## 257 flow rate very low, suction stopping intermittently during all recording
## 258 flow rate very low, suction stopping intermittently during all recording
## 259 flow rate very low, suction stopping intermittently during all recording
## 260 flow rate very low, suction stopping intermittently during all recording
## 261 flow rate very low, suction stopping intermittently during all recording
## 262 flow rate very low, suction stopping intermittently during all recording
## 263 flow rate very low, suction stopping intermittently during all recording
## 264 flow rate very low, suction stopping intermittently during all recording
## 265 flow rate very low, suction stopping intermittently during all recording
## 266 flow rate very low, suction stopping intermittently during all recording
## 267 flow rate very low, suction stopping intermittently during all recording
## 268 flow rate very low, suction stopping intermittently during all recording
## 269 flow rate very low, suction stopping intermittently during all recording
## 270 flow rate very low, suction stopping intermittently during all recording
## 271 flow rate very low, suction stopping intermittently during all recording
## 272 flow rate very low, suction stopping intermittently during all recording
## 273 flow rate very low, suction stopping intermittently during all recording
## 274 flow rate very low, suction stopping intermittently during all recording
## 275 flow rate very low, suction stopping intermittently during all recording
## 276 flow rate very low, suction stopping intermittently during all recording
## 277 flow rate very low, suction stopping intermittently during all recording
## 278 flow rate very low, suction stopping intermittently during all recording
## 279 flow rate very low, suction stopping intermittently during all recording
## 280 flow rate very low, suction stopping intermittently during all recording
## 281 flow rate very low, suction stopping intermittently during all recording
## 282 flow rate very low, suction stopping intermittently during all recording
## 283 flow rate very low, suction stopping intermittently during all recording
## 284 flow rate very low, suction stopping intermittently during all recording
## 285 flow rate very low, suction stopping intermittently during all recording
## 286 flow rate very low, suction stopping intermittently during all recording
## 287 flow rate very low, suction stopping intermittently during all recording
## 288 flow rate very low, suction stopping intermittently during all recording
## 289 flow rate very low, suction stopping intermittently during all recording
## 290 flow rate very low, suction stopping intermittently during all recording
## 291 flow rate very low, suction stopping intermittently during all recording
## 292 flow rate very low, suction stopping intermittently during all recording
## 293 flow rate very low, suction stopping intermittently during all recording
## 294 flow rate very low, suction stopping intermittently during all recording
## 295 flow rate very low, suction stopping intermittently during all recording
## 296 flow rate very low, suction stopping intermittently during all recording
## 297 flow rate very low, suction stopping intermittently during all recording
## 298 flow rate very low, suction stopping intermittently during all recording
## 299 flow rate very low, suction stopping intermittently during all recording
## 300 flow rate very low, suction stopping intermittently during all recording
## 301 flow rate very low, suction stopping intermittently during all recording
## 302 flow rate very low, suction stopping intermittently during all recording
## 303 flow rate very low, suction stopping intermittently during all recording
## 304 flow rate very low, suction stopping intermittently during all recording
## 305 flow rate very low, suction stopping intermittently during all recording
## 306 flow rate very low, suction stopping intermittently during all recording
## 307 flow rate very low, suction stopping intermittently during all recording
## 308 flow rate very low, suction stopping intermittently during all recording
## 309 flow rate very low, suction stopping intermittently during all recording
## 310 flow rate very low, suction stopping intermittently during all recording
## 311 flow rate very low, suction stopping intermittently during all recording
## 312 flow rate very low, suction stopping intermittently during all recording
## 313 flow rate very low, suction stopping intermittently during all recording
## 314 flow rate very low, suction stopping intermittently during all recording
## 315 flow rate very low, suction stopping intermittently during all recording
## 316 flow rate very low, suction stopping intermittently during all recording
## 317 flow rate very low, suction stopping intermittently during all recording
## 318 flow rate very low, suction stopping intermittently during all recording
## 319 flow rate very low, suction stopping intermittently during all recording
## 320 flow rate very low, suction stopping intermittently during all recording
## 321 flow rate very low, suction stopping intermittently during all recording
## 322 flow rate very low, suction stopping intermittently during all recording
## 323 flow rate very low, suction stopping intermittently during all recording
## 324 flow rate very low, suction stopping intermittently during all recording
## 325 flow rate very low, suction stopping intermittently during all recording
## 326 flow rate very low, suction stopping intermittently during all recording
## 327 flow rate very low, suction stopping intermittently during all recording
## 328 flow rate very low, suction stopping intermittently during all recording
## 329 flow rate very low, suction stopping intermittently during all recording
## 330 flow rate very low, suction stopping intermittently during all recording
## 331 flow rate very low, suction stopping intermittently during all recording
## 332 flow rate very low, suction stopping intermittently during all recording
## 333 flow rate very low, suction stopping intermittently during all recording
## 334 flow rate very low, suction stopping intermittently during all recording
## 335 flow rate very low, suction stopping intermittently during all recording
## 336 flow rate very low, suction stopping intermittently during all recording
## 337 flow rate very low, suction stopping intermittently during all recording
## 338 flow rate very low, suction stopping intermittently during all recording
## 339 flow rate very low, suction stopping intermittently during all recording
## 340 flow rate very low, suction stopping intermittently during all recording
## 341 flow rate very low, suction stopping intermittently during all recording
## 342 flow rate very low, suction stopping intermittently during all recording
## 343 flow rate very low, suction stopping intermittently during all recording
## 344 flow rate very low, suction stopping intermittently during all recording
## 345 flow rate very low, suction stopping intermittently during all recording
## 346 flow rate very low, suction stopping intermittently during all recording
## 347 flow rate very low, suction stopping intermittently during all recording
## 348 flow rate very low, suction stopping intermittently during all recording
## 349 flow rate very low, suction stopping intermittently during all recording
## 350 flow rate very low, suction stopping intermittently during all recording
## 351 flow rate very low, suction stopping intermittently during all recording
## 352 flow rate very low, suction stopping intermittently during all recording
## 353 flow rate very low, suction stopping intermittently during all recording
## 354 flow rate very low, suction stopping intermittently during all recording
## 355 flow rate very low, suction stopping intermittently during all recording
## 356 flow rate very low, suction stopping intermittently during all recording
## 357 flow rate very low, suction stopping intermittently during all recording
## 358 flow rate very low, suction stopping intermittently during all recording
## 359 flow rate very low, suction stopping intermittently during all recording
## 360 flow rate very low, suction stopping intermittently during all recording
## 361 flow rate very low, suction stopping intermittently during all recording
## 362 flow rate very low, suction stopping intermittently during all recording
## 363 flow rate very low, suction stopping intermittently during all recording
## 364 flow rate very low, suction stopping intermittently during all recording
## 365 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 366 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 367 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 368 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 369 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 370 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 371 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 372 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 373 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 374 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 375 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 376 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 377 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 378 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 379 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 380 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 381 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 382 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 383 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 384 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 385 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 386 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 387 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 388 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 389 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 390 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 391 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 392 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 393 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 394 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 395 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 396 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 397 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 398 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 399 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 400 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 401 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 402 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 403 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 404 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 405 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 406 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 407 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 408 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 409 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 410 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 411 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 412 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 413 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 414 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 415 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 416 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 417 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 418 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 419 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 420 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 421 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 422 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 423 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 424 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 425 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 426 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 427 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 428 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 429 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 430 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 431 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 432 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 433 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 434 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 435 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 436 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 437 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 438 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 439 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 440 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 441 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 442 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 443 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 444 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 445 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 446 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 447 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 448 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 449 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 450 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 451 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 452 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 453 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 454 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 455 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 456 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 457 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 458 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 459 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 460 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 461 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 462 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 463 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 464 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 465 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 466 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 467 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 468 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 469 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 470 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 471 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 472 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 473 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 474 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 475 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 476 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 477 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 478 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 479 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 480 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 481 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 482 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 483 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 484 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 485 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 486 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 487 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 488 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 489 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 490 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 491 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 492 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 493 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 494 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 495 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 496 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 497 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 498 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 499 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 500 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 501 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 502 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 503 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 504 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 505 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 506 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 507 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 508 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 509 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 510 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 511 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 512 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 513 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 514 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 515 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 516 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 517 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 518 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 519 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 520 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 521 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 522 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 523 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 524 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 525 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 526 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 527 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 528 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 529 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 530 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 531 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 532 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 533 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 534 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 535 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 536 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 537 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 538 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 539 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 540 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 541 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 542 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 543 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 544 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 545 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 546 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 547 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 548 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 549 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 550 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 551 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 552 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 553 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 554 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 555 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 556 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 557 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 558 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 559 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 560 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 561 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 562 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 563 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 564 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 565 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 566 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 567 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 568 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 569 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 570 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 571 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 572 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 573 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 574 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 575 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 576 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 577 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 578 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 579 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 580 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 581 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 582 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 583 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 584 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 585 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 586 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 587 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 588 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 589 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 590 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 591 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 592 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 593 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 594 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 595 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 596 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 597 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 598 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 599 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 600 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 601 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 602 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 603 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 604 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 605 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 606 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 607 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 608 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 609 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 610 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 611 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 612 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 613 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 614 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 615 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 616 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 617 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 618 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 619 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 620 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 621 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 622 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 623 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 624 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 625 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 626 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 627 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 628 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 629 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 630 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 631 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 632 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 633 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 634 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 635 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 636 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 637 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 638 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 639 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 640 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 641 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 642 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 643 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 644 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 645 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 646 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 647 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 648 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 649 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 650 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 651 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 652 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 653 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 654 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 655 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 656 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 657 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 658 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 659 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 660 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 661 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 662 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 663 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 664 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 665 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 666 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 667 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 668 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 669 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 670 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 671 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 672 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 673 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 674 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 675 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 676 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 677 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 678 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 679 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 680 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 681 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 682 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 683 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 684 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 685 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 686 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 687 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 688 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 689 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 690 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 691 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 692 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 693 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 694 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 695 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 696 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 697 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 698 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 699 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 700 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 701 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 702 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 703 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 704 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 705 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 706 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 707 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 708 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 709 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 710 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 711 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 712 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 713 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 714 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 715 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 716 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 717 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 718 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 719 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 720 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 721 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 722 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 723 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 724 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 725 breif suction stops, very low flow rate, shaking looking ending gap free, barley any Aps
## 726
## 727
## 728
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## 749
## 750
## 751
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## 776
## 777
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## 780
## 781
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## 799
## 800
## 801
## 802
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## 841
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## 877
## 878
## 879
## 880
## 881
## 882
## 883
## 884
## 885
## 886
## 887
## 888
## 889
## 890
## 891
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## 894
## 895
## 896
## 897
## 898
## 899
## 900
## 901
## 902
## 903
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## 905
## 906
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## 909
## 910
## 911
## 912
## 913
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## 939
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## 949
## 950
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## 952
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## 957
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## 961
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## 978
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## 981
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## 985
## 986
## 987
## 988
## 989
## 990
## 991
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## 995
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## 999
## 1000
## 1001
## 1002
## 1003
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## 1009
## 1010
## 1011
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## 1033
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## 1036
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## 1041
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## 1044
## 1045
## 1046
## 1047
## 1048
## 1049
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## 1051
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## 1053
## 1054
## 1055
## 1056
## 1057
## 1058
## 1059
## 1060
## 1061
## 1062
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## 1064
## 1065
## 1066
## 1067
## 1068
## 1069
## 1070
## 1071
## 1072
## 1073
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## 1075
## 1076
## 1077
## 1078
## 1079
## 1080
## 1081
## 1082
## 1083
## 1084
## 1085
## 1086
## 1087
## 1088
## 1089
## 1090
## 1091
## 1092
## 1093
## 1094
## 1095
## 1096
## 1097
## 1098
## 1099
## 1100
## 1101
## 1102
## 1103
## 1104
## 1105
## 1106
## 1107
## 1108
## 1109
## 1110
## 1111
## 1112
## 1113
## 1114
## 1115
## 1116
## 1117
## 1118
## 1119
## 1120
## 1121
## 1122
## 1123
## 1124
## 1125
## 1126
## 1127
## 1128
## 1129
## 1130
## 1131
## 1132
## 1133
## 1134
## 1135
## 1136
## 1137
## 1138
## 1139
## 1140
## 1141
## 1142
## 1143
## 1144
## 1145
## 1146
## 1147
## 1148
## 1149
## 1150
## 1151
## 1152
## 1153
## 1154
## 1155
## 1156
## 1157
## 1158
## 1159
## 1160
## 1161
## 1162
## 1163
## 1164
## 1165
## 1166
## 1167
## 1168
## 1169
## 1170
## 1171
## 1172
## 1173
## 1174
## 1175
## 1176
## 1177
## 1178
## 1179
## 1180
## 1181
## 1182
## 1183
## 1184
## 1185
## 1186
## 1187
## 1188
## 1189
## 1190
## 1191
## 1192
## 1193
## 1194
## 1195
## 1196
## 1197
## 1198
## 1199
## 1200
## 1201
## 1202
## 1203
## 1204
## 1205
## 1206
## 1207
## 1208
## 1209
## 1210
## 1211
## 1212
## 1213
## 1214
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## 1216
## 1217
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## 1251
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## 1255
## 1256
## 1257
## 1258
## 1259
## 1260
## 1261
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## 1265
## 1266
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## 1269
## 1270
## 1271
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## 1273
## 1274
## 1275
## 1276
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## 1278
## 1279
## 1280
## 1281
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## 1283
## 1284
## 1285
## 1286
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## 1288
## 1289
## 1290
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## 1361
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## 1363
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## 1365
## 1366
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## 1380
## 1381
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## 1390
## 1391
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## 1399
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## 1789
## 1790
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## 1799
## 1800
## 1801
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## 1848
## 1849
## 1850
## 1851
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## 1860
## 1861
## 1862
## 1863
## 1864
## 1865
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## 1881
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## 1885
## 1886
## 1887
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## 1889
## 1890
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## 1894
## 1895
## 1896
## 1897
## 1898
## 1899
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## 1901
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## 1903
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## 1905
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## 1989
## 1990
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## 1993
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## 1997
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## 1999
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## 2006
## 2007
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## 2009
## 2010
## 2011
## 2012
## 2013
## 2014
## 2015
## 2016
## 2017
## 2018
## 2019
## 2020
## 2021
## 2022
## 2023
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## 2025
## 2026
## 2027
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## 2030
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## 2077
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## 2080
## 2081
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## 2084
## 2085
## 2086
## 2087
## 2088
## 2089
## 2090
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## 2099
## 2100
## 2101
## 2102
## 2103
## 2104
## 2105
## 2106
## 2107
## 2108
## 2109
## 2110
## 2111
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## 2116
## 2117
## 2118
## 2119
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## 2121
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## 2123
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## 2126
## 2127
## 2128
## 2129
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## 2131
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## 2133
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## 2135
## 2136
## 2137
## 2138
## 2139
## 2140
## 2141
## 2142
## 2143
## 2144
## 2145
## 2146
## 2147
## 2148
## 2149
## 2150
## 2151
## 2152
## 2153
## 2154
## 2155
## 2156
## 2157
## 2158
## 2159
## 2160
## 2161
## 2162
## 2163
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## 2165
## 2166
## 2167
## 2168
## 2169
## 2170
## 2171
## 2172
## 2173
## 2174
## 2175
## 2176
## 2177
## 2178
## 2179
## 2180
## 2181
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## 2183
## 2184
## 2185
## 2186
## 2187
## 2188
## 2189
## 2190
## 2191
## 2192
## 2193
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## 2195
## 2196
## 2197
## 2198
## 2199
## 2200
## 2201
## 2202
## 2203
## 2204
## 2205
## 2206
## 2207
## 2208
## 2209
## 2210
## 2211
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## 5483
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## 5485
## 5486
## 5487
## 5488
## 5489
## 5490
## 5491
## 5492
## 5493
## 5494
## 5495
## 5496
## 5497
## 5498
## 5499
## 5500
## 5501
## 5502
## 5503
## 5504
## 5505
## 5506
## 5507
## 5508
## 5509
## 5510
## 5511
## 5512
## 5513
## 5514
## 5515
## 5516
## 5517
## 5518
## 5519
## 5520
## 5521
## 5522
## 5523
## 5524
## 5525
## 5526
## 5527
## 5528
## 5529
## 5530
## 5531
## 5532
## 5533
## 5534
## 5535
## 5536
## 5537
## 5538
## 5539
## 5540
## 5541
## 5542
## 5543
## 5544
## 5545
## 5546
## 5547
## 5548
## 5549
## 5550
## 5551
## 5552
## 5553
## 5554
## 5555
## days_alone animal_or_slicing_problems
## 1 1 <NA>
## 2 1 <NA>
## 3 1 <NA>
## 4 1 <NA>
## 5 1 <NA>
## 6 1 <NA>
## 7 1 <NA>
## 8 1 <NA>
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## 480 1 <NA>
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## 492 1 <NA>
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## 510 1 <NA>
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## 641 1 <NA>
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## 660 1 <NA>
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## 725 1 <NA>
## 726 <NA> <NA>
## 727 <NA> <NA>
## 728 <NA> <NA>
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## 730 <NA> <NA>
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## [ reached 'max' / getOption("max.print") -- omitted 23135 rows ]
Importing NEW Action Potential Count Data
add_new_cells(
new_raw_data_csv = "Data/new_AP_count.csv", # should ONLY have the new data you want
cell_characteristics_csv = "Data/Cell-Characteristics.csv",
old_raw_data_csv = "Data/AP_count_data.csv", # current data
data_type = "AP_count",
write_new_csv = "yes",
new_file_name = "Data/AP_count_data.csv", # will add to this and overwrite the current version of this file
decimal_places = 2,
injection_start_time = 265.4,
length_of_current_injection = 0.5
)
AP_count_data <- read.csv(here("Data/AP_count_data.csv"))
Importing NEW Action Potential Parameter Data
add_new_cells(
new_raw_data_csv = "Data/new_AP_parameters.csv", # should ONLY have the new data you want,
cell_characteristics_csv = "Data/Cell-Characteristics.csv",
old_raw_data_csv = "Data/AP_parameters.csv", # current data
data_type = "AP_parameter",
write_new_csv = "yes",
new_file_name = "Data/AP_parameters.csv", # will add to this and overwrite the current version of this file (same as current data)
decimal_places = 2,
injection_start_time = 265.4,
length_of_current_injection = 0.5
)
AP_data <- read.csv(here("Data/AP_parameters.csv"))
defining my colour theme
my_theme_colours <- data.frame(
category = c(1, 2, 3, 2),
treatment = c("Control", "Control", "Control", "AM251"),
display_names = c("Naive", "Acute", "Repeated", "Acute with AM251"),
colours = c("#ecc479", "#eb647e", "#005b96", "#C11C84"),
very_pale_colours = c("#f5e0b3", "#f19cac", "#6497b1", "#FFADFF")
)
editing my theme options
library(tibble)
my_theme_options <- read.csv("Data/my_custom_theme_options.csv") %>%
remove_rownames() %>%
column_to_rownames(var = "option")
# acute
raw_eEPSC_df %>%
filter(category == 2) %>%
filter(time == 0) %>%
group_by(treatment) %>%
count(sex) %>%
arrange(treatment, sex)
## # A tibble: 3 × 3
## # Groups: treatment [2]
## treatment sex n
## <chr> <chr> <int>
## 1 AM251 Female 10
## 2 Control Female 8
## 3 Control Male 8
# naive
raw_eEPSC_df %>%
filter(category == 1) %>%
filter(time == 0) %>%
group_by(treatment) %>%
count(sex) %>%
arrange(treatment, sex)
## # A tibble: 2 × 3
## # Groups: treatment [1]
## treatment sex n
## <chr> <chr> <int>
## 1 Control Female 10
## 2 Control Male 13
# repeated
raw_eEPSC_df %>%
filter(category == 3) %>%
filter(time == 0) %>%
group_by(treatment) %>%
count(sex) %>%
arrange(treatment, sex)
## # A tibble: 2 × 3
## # Groups: treatment [1]
## treatment sex n
## <chr> <chr> <int>
## 1 Control Female 9
## 2 Control Male 13
Length of Cells
raw_eEPSC_df %>%
group_by(letter) %>%
summarize(max_time = max(time))
## # A tibble: 71 × 2
## letter max_time
## <chr> <dbl>
## 1 LS1 34.8
## 2 LS10 34.9
## 3 LS2 39.9
## 4 LS3 40.4
## 5 LS4 39.9
## 6 LS5 40
## 7 LS6 35.2
## 8 LS7 34.9
## 9 LS8 34.9
## 10 LS9 34.9
## # ℹ 61 more rows
Normalizing Data:
normalized_raw_eEPSC_df <- make_normalized_EPSC_data(
filename = "Data/raw_eEPSC_df.csv",
current_type = "eEPSC",
min_time_value = 0,
max_time_value = 30,
interval_length = 5,
baseline_length = 5,
negative_transform_currents = "yes" # because the raw amplitudes are negative
)
Raw ACUTE Plots for each cell:
raw_eEPSC_acute_plots <- plot_raw_current_data(
data = normalized_raw_eEPSC_df, # why are RMA3 and RMA4 not showing up (May 2025)
# no longer filtering bad cells RMA5 and RMA7 (2025/6/16)
plot_treatment = "Control", # RMA3 and RMA4 were not showing up because they had "control" instead of "Control" and "female" instead of "Female" (May 2025)
plot_category = 2, # 2 is acute restraint, 1 is naive
current_type = "eEPSC",
y_variable = "P1",
pruned = "no",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
raw_eEPSC_acute_plots
## $RMA3
##
## $RMA4
##
## $RMA1
##
## $RMA2
##
## $RMA6
##
## $RMA8
##
## $RMA10
##
## $RMA9
##
## $SW1_MA1
##
## $SW2_MA2
##
## $SW3_MA3
##
## $SW4_MA4
##
## $SW5_MA5
##
## $TW1_MA6
##
## $TW2_MA7
##
## $TW3_MA8
Raw ACUTE Plots for each cell with AM251:
raw_eEPSC_acute_plots_AM251 <- plot_raw_current_data(
data = normalized_raw_eEPSC_df,
plot_treatment = "AM251",
plot_category = 2, # 2 is acute restraint, 1 is naive
current_type = "eEPSC",
y_variable = "P1",
pruned = "no",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
raw_eEPSC_acute_plots_AM251
## $RMA1A
##
## $RMA3A
##
## $RMA4A
##
## $RMA5A
##
## $RMA6A
##
## $RMA10A
##
## $RMA9A
##
## $RMA2A
##
## $RMA7A
##
## $RMA8A
Raw Naive Plots for each cell:
raw_eEPSC_naive_plots <- plot_raw_current_data(
data = normalized_raw_eEPSC_df,
plot_treatment = "Control",
plot_category = 1,
current_type = "eEPSC",
y_variable = "P1",
pruned = "no",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
raw_eEPSC_naive_plots
## $LS1
##
## $LS10
##
## $LS2
##
## $LS3
##
## $LS4
##
## $LS5
##
## $LS6
##
## $LS7
##
## $LS8
##
## $LS9
##
## $MN11
##
## $MN12
##
## $MN13
##
## $SW10_MN5
##
## $SW6_MN1
##
## $SW7_MN2
##
## $SW8_MN3
##
## $SW9_MN4
##
## $TM1_MN6
##
## $TM2_MN7
##
## $TM3_MN8
##
## $TM4_MN9
##
## $TM5_MN10
# remove the title ("Recording LS10") and subtitle ("Treatment: Control Sex: Female")
# LS10_plot <- raw_eEPSC_naive_plots$LS10 + theme(plot.subtitle = element_blank(), plot.title = element_blank())
# LS10_plot
#fixing the y-axis
# LS10_final_plot <- LS10_plot + ylim(0,550)
# LS10_final_plot
# saving as png to figure folder
#ggsave(LS10_final_plot, path = here("Figures"), file = "LS10_final_plot.png", width = 7, height = 5, units = "in", dpi = 300)
Raw REPEATED Plots for each cell:
raw_eEPSC_repeated_plots <- plot_raw_current_data(
data = normalized_raw_eEPSC_df, # why are RMA3 and RMA4 not showing up (May 2025)
# no longer filtering bad cells RMA5 and RMA7 (2025/6/16)
plot_treatment = "Control", # RMA3 and RMA4 were not showing up because they had "control" instead of "Control" and "female" instead of "Female" (May 2025)
plot_category = 3, # 3 is repeated, 2 is acute restraint, 1 is naive
current_type = "eEPSC",
y_variable = "P1",
pruned = "no",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
raw_eEPSC_repeated_plots
## $RMR1
##
## $RMR2
##
## $RMR4
##
## $RMR5
##
## $RMR3
##
## $RMR6
##
## $MR1
##
## $MR10
##
## $MR11
##
## $MR12
##
## $MR13
##
## $MR2
##
## $MR3
##
## $MR4
##
## $MR5
##
## $MR6
##
## $MR7
##
## $MR8
##
## $MR9
##
## $RMR8
##
## $RMR10
##
## $RMR9
## Pruned Plots per Cell Prune full cells from the normalized raw
data:
# pruning averages data per minute
pruned_eEPSC_df <- make_pruned_EPSC_data(
data = normalized_raw_eEPSC_df,
current_type = "eEPSC",
min_time_value = 0,
max_time_value = 30,
baseline_length = 5,
interval_length = 1
)
pruned_eEPSC_df$individual_cells
## # A tibble: 2,126 × 16
## category letter sex treatment interval_pruned mean_P1 sd_P1 n se
## <fct> <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> <dbl>
## 1 1 LS1 Female Control t0to1 25.5 19.2 13 5.31
## 2 1 LS1 Female Control t1to2 31.7 17.9 12 5.18
## 3 1 LS1 Female Control t2to3 26.5 20.0 12 5.76
## 4 1 LS1 Female Control t3to4 31.4 20.8 12 6
## 5 1 LS1 Female Control t4to5 20.7 16.9 12 4.87
## 6 1 LS1 Female Control t5to6 35.1 23.5 12 6.78
## 7 1 LS1 Female Control t6to7 23.2 18.0 12 5.18
## 8 1 LS1 Female Control t7to8 26.1 18.5 12 5.34
## 9 1 LS1 Female Control t8to9 30.4 25.8 12 7.45
## 10 1 LS1 Female Control t9to10 29.6 15.7 12 4.53
## # ℹ 2,116 more rows
## # ℹ 7 more variables: cv <dbl>, cv_inverse_square <dbl>, time <dbl>,
## # baseline_mean <dbl>, synapses <fct>, days_alone <fct>,
## # animal_or_slicing_problems <fct>
Plot Pruned NAIVE Data
pruned_eEPSC_naive_plots <- plot_raw_current_data(
data = pruned_eEPSC_df$individual_cells,
plot_treatment = "Control",
plot_category = 1,
current_type = "eEPSC",
y_variable = "mean_P1",
pruned = "yes",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
pruned_eEPSC_naive_plots
## $LS1
##
## $LS10
##
## $LS2
##
## $LS3
##
## $LS4
##
## $LS5
##
## $LS6
##
## $LS7
##
## $LS8
##
## $LS9
##
## $MN11
##
## $MN12
##
## $MN13
##
## $SW10_MN5
##
## $SW6_MN1
##
## $SW7_MN2
##
## $SW8_MN3
##
## $SW9_MN4
##
## $TM1_MN6
##
## $TM2_MN7
##
## $TM3_MN8
##
## $TM4_MN9
##
## $TM5_MN10
Plot Pruned ACUTE Data
pruned_eEPSC_acute_plots <- plot_raw_current_data(
data = pruned_eEPSC_df$individual_cells,
plot_treatment = "Control",
plot_category = 2,
current_type = "eEPSC",
y_variable = "mean_P1",
pruned = "yes",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
pruned_eEPSC_acute_plots
## $RMA1
##
## $RMA10
##
## $RMA2
##
## $RMA3
##
## $RMA4
##
## $RMA6
##
## $RMA8
##
## $RMA9
##
## $SW1_MA1
##
## $SW2_MA2
##
## $SW3_MA3
##
## $SW4_MA4
##
## $SW5_MA5
##
## $TW1_MA6
##
## $TW2_MA7
##
## $TW3_MA8
Plot Pruned ACUTE Data with AM251
pruned_eEPSC_acute_plots_AM251 <- plot_raw_current_data(
data = pruned_eEPSC_df$individual_cells,
plot_treatment = "AM251",
plot_category = 2,
current_type = "eEPSC",
y_variable = "mean_P1",
pruned = "yes",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
pruned_eEPSC_acute_plots_AM251
## $RMA10A
##
## $RMA1A
##
## $RMA2A
##
## $RMA3A
##
## $RMA4A
##
## $RMA5A
##
## $RMA6A
##
## $RMA7A
##
## $RMA8A
##
## $RMA9A
Plot Pruned REPEATED Data
pruned_eEPSC_repeated_plots <- plot_raw_current_data(
data = pruned_eEPSC_df$individual_cells,
plot_treatment = "Control",
plot_category = 3,
current_type = "eEPSC",
y_variable = "mean_P1",
pruned = "yes",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
theme_options = my_theme_options,
treatment_colour_theme = my_theme_colours
)
pruned_eEPSC_repeated_plots
## $MR1
##
## $MR10
##
## $MR11
##
## $MR12
##
## $MR13
##
## $MR2
##
## $MR3
##
## $MR4
##
## $MR5
##
## $MR6
##
## $MR7
##
## $MR8
##
## $MR9
##
## $RMR1
##
## $RMR10
##
## $RMR2
##
## $RMR3
##
## $RMR4
##
## $RMR5
##
## $RMR6
##
## $RMR8
##
## $RMR9
# MR11, MR12, maybe MR7 baselines might be questionable
Summary DATA
summary_eEPSC_df <- make_summary_EPSC_data(
data = normalized_raw_eEPSC_df, # not pruned
current_type = "eEPSC",
save_output_as_RDS = "no",
baseline_interval = "t0to5",
ending_interval = "t25to30"
)
summary_eEPSC_df # what I will use in my summary data stuff and plots from now on
## $percent_change_data
## # A tibble: 71 × 18
## # Groups: category, treatment, letter [71]
## category letter sex treatment age animal X Y synapses days_alone
## <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> <dbl> <fct> <fct>
## 1 1 LS1 Female Control NA NA NA NA Glutama… <NA>
## 2 1 LS10 Female Control NA NA NA NA Glutama… <NA>
## 3 1 LS2 Female Control NA NA NA NA Glutama… <NA>
## 4 1 LS3 Female Control NA NA NA NA Glutama… <NA>
## 5 1 LS4 Female Control NA NA NA NA Glutama… <NA>
## 6 1 LS5 Female Control NA NA NA NA Glutama… <NA>
## 7 1 LS6 Female Control NA NA NA NA Glutama… <NA>
## 8 1 LS7 Female Control NA NA NA NA Glutama… <NA>
## 9 1 LS8 Female Control NA NA NA NA Glutama… <NA>
## 10 1 LS9 Female Control NA NA NA NA Glutama… <NA>
## # ℹ 61 more rows
## # ℹ 8 more variables: animal_or_slicing_problems <fct>, t0to5 <dbl>,
## # t5to10 <dbl>, t10to15 <dbl>, t15to20 <dbl>, t20to25 <dbl>, t25to30 <dbl>,
## # percent_change <dbl>
##
## $summary_data
## # A tibble: 426 × 22
## category letter sex treatment interval mean_P1_transformed mean_P1_raw
## <fct> <fct> <fct> <fct> <fct> <dbl> <dbl>
## 1 1 LS1 Female Control t0to5 100 27.1
## 2 1 LS1 Female Control t5to10 106. 28.9
## 3 1 LS1 Female Control t10to15 109. 29.5
## 4 1 LS1 Female Control t15to20 143. 38.8
## 5 1 LS1 Female Control t20to25 104. 28.2
## 6 1 LS1 Female Control t25to30 118. 32
## 7 1 LS10 Female Control t0to5 100 53.3
## 8 1 LS10 Female Control t5to10 84.1 44.8
## 9 1 LS10 Female Control t10to15 90.0 48.0
## 10 1 LS10 Female Control t15to20 84.9 45.2
## # ℹ 416 more rows
## # ℹ 15 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## # cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## # animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## # days_alone <fct>, animal_or_slicing_problems <fct>
##
## $mean_SE
## # A tibble: 7 × 10
## # Groups: category, treatment [4]
## category treatment sex n mean_baseline_raw_P1 sd_baseline_raw_P1
## <fct> <fct> <fct> <int> <dbl> <dbl>
## 1 1 Control Female 10 41.5 18.6
## 2 1 Control Male 13 92.5 39.8
## 3 2 AM251 Female 10 67.6 41.5
## 4 2 Control Female 8 66.6 27.4
## 5 2 Control Male 8 116. 90.5
## 6 3 Control Female 9 80.9 61.9
## 7 3 Control Male 13 93.0 68.3
## # ℹ 4 more variables: se_baseline_raw_P1 <dbl>, mean_ending_raw_P1 <dbl>,
## # sd_ending_raw_P1 <dbl>, se_ending_raw_P1 <dbl>
# gives percent change, mean, and SE
# Summary Plots (use PRUNED data, for visual ease, but t-tests are done with the SUMMARY data)
# Category 1 is naive, 2 is acute
testing assumptions for naive FEMALE summary data
naive_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "1") %>% filter(treatment == "Control") %>%
mutate(
naive_difference0to5_vs_25to30 = t25to30 - t0to5,
naive_difference0to5_vs_20to25 = t20to25 - t0to5,
naive_difference0to5_vs_15to20 = t15to20 - t0to5,
naive_difference0to5_vs_10to15 = t10to15 - t0to5,
naive_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_25to30)
##
## Shapiro-Wilk normality test
##
## data: naive_difference_evoked_df$naive_difference0to5_vs_25to30
## W = 0.93594, p-value = 0.5088
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_20to25)
##
## Shapiro-Wilk normality test
##
## data: naive_difference_evoked_df$naive_difference0to5_vs_20to25
## W = 0.89546, p-value = 0.1952
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_15to20)
##
## Shapiro-Wilk normality test
##
## data: naive_difference_evoked_df$naive_difference0to5_vs_15to20
## W = 0.94638, p-value = 0.6259
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_10to15)
##
## Shapiro-Wilk normality test
##
## data: naive_difference_evoked_df$naive_difference0to5_vs_10to15
## W = 0.95486, p-value = 0.726
shapiro.test(naive_difference_evoked_df$naive_difference0to5_vs_5to10)
##
## Shapiro-Wilk normality test
##
## data: naive_difference_evoked_df$naive_difference0to5_vs_5to10
## W = 0.88069, p-value = 0.1329
# all p-values are greater than 0.05 -> fail to reject the null hypothesis that they are normally distributed -> the data is normally distributed
bartlett.test(list(naive_difference_evoked_df$naive_difference0to5_vs_25to30, naive_difference_evoked_df$naive_difference0to5_vs_20to25, naive_difference_evoked_df$naive_difference0to5_vs_15to20, naive_difference_evoked_df$naive_difference0to5_vs_10to15, naive_difference_evoked_df$naive_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(naive_difference_evoked_df$naive_difference0to5_vs_25to30, naive_difference_evoked_df$naive_difference0to5_vs_20to25, naive_difference_evoked_df$naive_difference0to5_vs_15to20, naive_difference_evoked_df$naive_difference0to5_vs_10to15, naive_difference_evoked_df$naive_difference0to5_vs_5to10)
## Bartlett's K-squared = 0.84764, df = 4, p-value = 0.9319
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal
testing assumptions for naive MALE summary data
male_naive_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Male") %>% filter(category == "1") %>% filter(treatment == "Control") %>%
mutate(
male_naive_difference0to5_vs_25to30 = t25to30 - t0to5,
male_naive_difference0to5_vs_20to25 = t20to25 - t0to5,
male_naive_difference0to5_vs_15to20 = t15to20 - t0to5,
male_naive_difference0to5_vs_10to15 = t10to15 - t0to5,
male_naive_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30)
##
## Shapiro-Wilk normality test
##
## data: male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30
## W = 0.96869, p-value = 0.8782
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25)
##
## Shapiro-Wilk normality test
##
## data: male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25
## W = 0.95477, p-value = 0.672
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20)
##
## Shapiro-Wilk normality test
##
## data: male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20
## W = 0.96555, p-value = 0.8362
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15)
##
## Shapiro-Wilk normality test
##
## data: male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15
## W = 0.87333, p-value = 0.05797
shapiro.test(male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10)
##
## Shapiro-Wilk normality test
##
## data: male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10
## W = 0.94425, p-value = 0.5142
# all p-values are greater than 0.05 -> fail to reject the null hypothesis that they are normally distributed -> the data is normally distributed
bartlett.test(list(male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30, male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25, male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20, male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15, male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(male_naive_difference_evoked_df$male_naive_difference0to5_vs_25to30, male_naive_difference_evoked_df$male_naive_difference0to5_vs_20to25, male_naive_difference_evoked_df$male_naive_difference0to5_vs_15to20, male_naive_difference_evoked_df$male_naive_difference0to5_vs_10to15, male_naive_difference_evoked_df$male_naive_difference0to5_vs_5to10)
## Bartlett's K-squared = 0.79217, df = 4, p-value = 0.9395
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal
testing assumptions for ACUTE FEMALE summary data
acute_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "2") %>% filter(treatment == "Control") %>%
mutate(
acute_difference0to5_vs_25to30 = t25to30 - t0to5,
acute_difference0to5_vs_20to25 = t20to25 - t0to5,
acute_difference0to5_vs_15to20 = t15to20 - t0to5,
acute_difference0to5_vs_10to15 = t10to15 - t0to5,
acute_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_25to30) # not showing up
##
## Shapiro-Wilk normality test
##
## data: acute_difference_evoked_df$acute_difference0to5_vs_25to30
## W = 0.92939, p-value = 0.5105
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_25to30)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_25to30)
shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_20to25) # normal
##
## Shapiro-Wilk normality test
##
## data: acute_difference_evoked_df$acute_difference0to5_vs_20to25
## W = 0.94074, p-value = 0.6184
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_20to25)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_20to25)
shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_15to20) # normal
##
## Shapiro-Wilk normality test
##
## data: acute_difference_evoked_df$acute_difference0to5_vs_15to20
## W = 0.94103, p-value = 0.6212
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_15to20)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_15to20)
shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_10to15) # normal
##
## Shapiro-Wilk normality test
##
## data: acute_difference_evoked_df$acute_difference0to5_vs_10to15
## W = 0.97512, p-value = 0.9349
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_10to15)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_10to15)
shapiro.test(acute_difference_evoked_df$acute_difference0to5_vs_5to10) # NOT normal
##
## Shapiro-Wilk normality test
##
## data: acute_difference_evoked_df$acute_difference0to5_vs_5to10
## W = 0.68468, p-value = 0.00151
qqnorm(acute_difference_evoked_df$acute_difference0to5_vs_5to10)
qqline(acute_difference_evoked_df$acute_difference0to5_vs_5to10)
# the 5 to 10 minute and 25 to 30 minute periods have p-values less than 0.05 are are not normal
bartlett.test(list(acute_difference_evoked_df$acute_difference0to5_vs_25to30, acute_difference_evoked_df$acute_difference0to5_vs_20to25, acute_difference_evoked_df$acute_difference0to5_vs_15to20, acute_difference_evoked_df$acute_difference0to5_vs_10to15, acute_difference_evoked_df$acute_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(acute_difference_evoked_df$acute_difference0to5_vs_25to30, acute_difference_evoked_df$acute_difference0to5_vs_20to25, acute_difference_evoked_df$acute_difference0to5_vs_15to20, acute_difference_evoked_df$acute_difference0to5_vs_10to15, acute_difference_evoked_df$acute_difference0to5_vs_5to10)
## Bartlett's K-squared = 2.0874, df = 4, p-value = 0.7197
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal
testing assumptions for ACUTE FEMALE summary data with AM251
am251_acute_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "2") %>% filter(treatment == "AM251") %>%
mutate(
am251_acute_difference0to5_vs_25to30 = t25to30 - t0to5,
am251_acute_difference0to5_vs_20to25 = t20to25 - t0to5,
am251_acute_difference0to5_vs_15to20 = t15to20 - t0to5,
am251_acute_difference0to5_vs_10to15 = t10to15 - t0to5,
am251_acute_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30) # normal
##
## Shapiro-Wilk normality test
##
## data: am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30
## W = 0.95588, p-value = 0.7381
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25) # normal
##
## Shapiro-Wilk normality test
##
## data: am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25
## W = 0.89806, p-value = 0.2086
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20) # normal
##
## Shapiro-Wilk normality test
##
## data: am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20
## W = 0.94388, p-value = 0.597
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15) # normal
##
## Shapiro-Wilk normality test
##
## data: am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15
## W = 0.96305, p-value = 0.82
shapiro.test(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10) # NOT normal
##
## Shapiro-Wilk normality test
##
## data: am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10
## W = 0.80672, p-value = 0.0175
# the 5 to 10 minute have p-values less than 0.05 are are not normal
bartlett.test(list(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_25to30, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_20to25, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_15to20, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_10to15, am251_acute_difference_evoked_df$am251_acute_difference0to5_vs_5to10)
## Bartlett's K-squared = 1.6317, df = 4, p-value = 0.8031
# p-value is LESS than 0.05 -> variances are NOT equal
testing assumptions for ACUTE MALE summary data
male_acute_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Male") %>% filter(category == "2") %>% filter(treatment == "Control") %>%
mutate(
male_acute_difference0to5_vs_25to30 = t25to30 - t0to5,
male_acute_difference0to5_vs_20to25 = t20to25 - t0to5,
male_acute_difference0to5_vs_15to20 = t15to20 - t0to5,
male_acute_difference0to5_vs_10to15 = t10to15 - t0to5,
male_acute_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30) # not normal
##
## Shapiro-Wilk normality test
##
## data: male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30
## W = 0.81814, p-value = 0.04461
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25) # not normal
##
## Shapiro-Wilk normality test
##
## data: male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25
## W = 0.79072, p-value = 0.02275
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20) # normal
##
## Shapiro-Wilk normality test
##
## data: male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20
## W = 0.95308, p-value = 0.7422
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15) # normal
##
## Shapiro-Wilk normality test
##
## data: male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15
## W = 0.8846, p-value = 0.2083
shapiro.test(male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10) # not normal
##
## Shapiro-Wilk normality test
##
## data: male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10
## W = 0.79343, p-value = 0.02433
bartlett.test(list(male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30, male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25, male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20, male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15, male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(male_acute_difference_evoked_df$male_acute_difference0to5_vs_25to30, male_acute_difference_evoked_df$male_acute_difference0to5_vs_20to25, male_acute_difference_evoked_df$male_acute_difference0to5_vs_15to20, male_acute_difference_evoked_df$male_acute_difference0to5_vs_10to15, male_acute_difference_evoked_df$male_acute_difference0to5_vs_5to10)
## Bartlett's K-squared = 4.6495, df = 4, p-value = 0.3252
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal
testing assumptions for REPEATED female summary data
rr_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Female") %>% filter(category == "3") %>% filter(treatment == "Control") %>%
mutate(
rr_difference0to5_vs_25to30 = t25to30 - t0to5,
rr_difference0to5_vs_20to25 = t20to25 - t0to5,
rr_difference0to5_vs_15to20 = t15to20 - t0to5,
rr_difference0to5_vs_10to15 = t10to15 - t0to5,
rr_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_25to30)
##
## Shapiro-Wilk normality test
##
## data: rr_difference_evoked_df$rr_difference0to5_vs_25to30
## W = 0.75407, p-value = 0.006044
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_20to25)
##
## Shapiro-Wilk normality test
##
## data: rr_difference_evoked_df$rr_difference0to5_vs_20to25
## W = 0.79572, p-value = 0.01824
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_15to20)
##
## Shapiro-Wilk normality test
##
## data: rr_difference_evoked_df$rr_difference0to5_vs_15to20
## W = 0.79069, p-value = 0.01598
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_10to15)
##
## Shapiro-Wilk normality test
##
## data: rr_difference_evoked_df$rr_difference0to5_vs_10to15
## W = 0.92942, p-value = 0.4759
shapiro.test(rr_difference_evoked_df$rr_difference0to5_vs_5to10)
##
## Shapiro-Wilk normality test
##
## data: rr_difference_evoked_df$rr_difference0to5_vs_5to10
## W = 0.88381, p-value = 0.1721
# all p-values are greater than 0.05 -> fail to reject the null hypothesis that they are normally distributed -> the data is normally distributed
bartlett.test(list(rr_difference_evoked_df$rr_difference0to5_vs_25to30, rr_difference_evoked_df$rr_difference0to5_vs_20to25, rr_difference_evoked_df$rr_difference0to5_vs_15to20, rr_difference_evoked_df$rr_difference0to5_vs_10to15, rr_difference_evoked_df$rr_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(rr_difference_evoked_df$rr_difference0to5_vs_25to30, rr_difference_evoked_df$rr_difference0to5_vs_20to25, rr_difference_evoked_df$rr_difference0to5_vs_15to20, rr_difference_evoked_df$rr_difference0to5_vs_10to15, rr_difference_evoked_df$rr_difference0to5_vs_5to10)
## Bartlett's K-squared = 17.3, df = 4, p-value = 0.00169
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal
testing assumptions for REPEATED male summary data
male_rr_difference_evoked_df <- summary_eEPSC_df$percent_change_data %>% filter(sex == "Male") %>% filter(category == "3") %>% filter(treatment == "Control") %>%
mutate(
male_rr_difference0to5_vs_25to30 = t25to30 - t0to5,
male_rr_difference0to5_vs_20to25 = t20to25 - t0to5,
male_rr_difference0to5_vs_15to20 = t15to20 - t0to5,
male_rr_difference0to5_vs_10to15 = t10to15 - t0to5,
male_rr_difference0to5_vs_5to10 = t5to10 - t0to5,
)
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30)
##
## Shapiro-Wilk normality test
##
## data: male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30
## W = 0.60994, p-value = 7.989e-05
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25)
##
## Shapiro-Wilk normality test
##
## data: male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25
## W = 0.73445, p-value = 0.001255
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20)
##
## Shapiro-Wilk normality test
##
## data: male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20
## W = 0.83265, p-value = 0.0171
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15)
##
## Shapiro-Wilk normality test
##
## data: male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15
## W = 0.79733, p-value = 0.006338
shapiro.test(male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10)
##
## Shapiro-Wilk normality test
##
## data: male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10
## W = 0.72792, p-value = 0.001071
# NONE of p-values are less than 0.05 -> reject the null hypothesis that they are normally distributed -> the data is NOT normally distributed
bartlett.test(list(male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30, male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25, male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20, male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15, male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10))
##
## Bartlett test of homogeneity of variances
##
## data: list(male_rr_difference_evoked_df$male_rr_difference0to5_vs_25to30, male_rr_difference_evoked_df$male_rr_difference0to5_vs_20to25, male_rr_difference_evoked_df$male_rr_difference0to5_vs_15to20, male_rr_difference_evoked_df$male_rr_difference0to5_vs_10to15, male_rr_difference_evoked_df$male_rr_difference0to5_vs_5to10)
## Bartlett's K-squared = 4.456, df = 4, p-value = 0.3478
# p-value is greater than 0.05 -> cannot reject the null hypothesis that the variances are equal -> variances are equal
t_test_female_naive <-perform_t_tests_for_summary_plot(
data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"),
test_category = 1,
include_all_treatments = "no",
list_of_treatments = c("Control"),
current_type = "eEPSC",
parameter = "amplitude",
baseline_interval = "t0to5",
interval_length = 5,
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
t_test_male_naive <-perform_t_tests_for_summary_plot(
data = summary_eEPSC_df$summary_data %>% filter(sex == "Male"),
test_category = 1,
include_all_treatments = "no",
list_of_treatments = c("Control"),
current_type = "eEPSC",
parameter = "amplitude",
baseline_interval = "t0to5",
interval_length = 5,
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
t_test_female_acute <-perform_t_tests_for_summary_plot(
data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"),
test_category = 2,
include_all_treatments = "no",
list_of_treatments = c("Control"),
current_type = "eEPSC",
parameter = "amplitude",
baseline_interval = "t0to5",
interval_length = 5,
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
t_test_female_acute_am251 <-perform_t_tests_for_summary_plot(
data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"),
test_category = 2,
include_all_treatments = "no",
list_of_treatments = c("AM251"),
current_type = "eEPSC",
parameter = "amplitude",
baseline_interval = "t0to5",
interval_length = 5,
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
t_test_male_acute <-perform_t_tests_for_summary_plot(
data = summary_eEPSC_df$summary_data %>% filter(sex == "Male"),
test_category = 2,
include_all_treatments = "no",
list_of_treatments = c("Control"),
current_type = "eEPSC",
parameter = "amplitude",
baseline_interval = "t0to5",
interval_length = 5,
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
t_test_female_repeated <-perform_t_tests_for_summary_plot(
data = summary_eEPSC_df$summary_data %>% filter(sex == "Female"),
test_category = 3,
include_all_treatments = "no",
list_of_treatments = c("Control"),
current_type = "eEPSC",
parameter = "amplitude",
baseline_interval = "t0to5",
interval_length = 5,
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
t_test_female_naive
## group2 asterisk_time treatment .y. group1 n1 n2 statistic df
## 1 t10to15 12.5 Control mean_P1_transformed t0to5 10 10 -1.12 9
## 2 t15to20 17.5 Control mean_P1_transformed t0to5 10 10 -2.05 9
## 3 t20to25 22.5 Control mean_P1_transformed t0to5 10 10 -1.00 9
## 4 t25to30 27.5 Control mean_P1_transformed t0to5 10 10 -1.06 9
## 5 t5to10 7.5 Control mean_P1_transformed t0to5 10 10 -1.83 9
## p p.adj p.adj.signif p_string significance_stars
## 1 0.292 0.876 ns 0.88
## 2 0.071 0.355 ns 0.36
## 3 0.342 0.876 ns 0.88
## 4 0.315 0.876 ns 0.88
## 5 0.100 0.399 ns 0.40
t_test_male_naive
## group2 asterisk_time treatment .y. group1 n1 n2 statistic df
## 1 t10to15 12.5 Control mean_P1_transformed t0to5 13 13 1.94 12
## 2 t15to20 17.5 Control mean_P1_transformed t0to5 13 13 3.08 12
## 3 t20to25 22.5 Control mean_P1_transformed t0to5 13 13 3.07 12
## 4 t25to30 27.5 Control mean_P1_transformed t0to5 13 13 4.08 12
## 5 t5to10 7.5 Control mean_P1_transformed t0to5 13 13 -0.31 12
## p p.adj p.adj.signif p_string significance_stars
## 1 0.076 0.152 ns 0.15
## 2 0.010 0.038 * 0.038 *
## 3 0.010 0.038 * 0.038 *
## 4 0.002 0.008 ** 0.008 **
## 5 0.762 0.762 ns 0.76
t_test_female_acute
## group2 asterisk_time treatment .y. group1 n1 n2 statistic df
## 1 t10to15 12.5 Control mean_P1_transformed t0to5 8 8 1.25 7
## 2 t15to20 17.5 Control mean_P1_transformed t0to5 8 8 3.23 7
## 3 t20to25 22.5 Control mean_P1_transformed t0to5 8 8 5.50 7
## 4 t25to30 27.5 Control mean_P1_transformed t0to5 8 8 5.05 7
## 5 t5to10 7.5 Control mean_P1_transformed t0to5 8 8 -1.07 7
## p p.adj p.adj.signif p_string significance_stars
## 1 0.251000 0.502 ns 0.50
## 2 0.014000 0.043 * 0.043 *
## 3 0.000907 0.005 ** 0.005 **
## 4 0.001000 0.006 ** 0.006 **
## 5 0.319000 0.502 ns 0.50
t_test_female_acute_am251
## group2 asterisk_time treatment .y. group1 n1 n2 statistic df
## 1 t10to15 12.5 AM251 mean_P1_transformed t0to5 10 10 1.01 9
## 2 t15to20 17.5 AM251 mean_P1_transformed t0to5 10 10 1.65 9
## 3 t20to25 22.5 AM251 mean_P1_transformed t0to5 10 10 2.00 9
## 4 t25to30 27.5 AM251 mean_P1_transformed t0to5 10 10 2.42 9
## 5 t5to10 7.5 AM251 mean_P1_transformed t0to5 10 10 -0.47 9
## p p.adj p.adj.signif p_string significance_stars
## 1 0.340 0.680 ns 0.68
## 2 0.134 0.402 ns 0.40
## 3 0.076 0.304 ns 0.30
## 4 0.039 0.194 ns 0.19
## 5 0.650 0.680 ns 0.68
t_test_male_acute
## group2 asterisk_time treatment .y. group1 n1 n2 statistic df
## 1 t10to15 12.5 Control mean_P1_transformed t0to5 8 8 -0.02 7
## 2 t15to20 17.5 Control mean_P1_transformed t0to5 8 8 0.13 7
## 3 t20to25 22.5 Control mean_P1_transformed t0to5 8 8 0.63 7
## 4 t25to30 27.5 Control mean_P1_transformed t0to5 8 8 0.38 7
## 5 t5to10 7.5 Control mean_P1_transformed t0to5 8 8 -0.39 7
## p p.adj p.adj.signif p_string significance_stars
## 1 0.982 1 ns > 0.99
## 2 0.904 1 ns > 0.99
## 3 0.547 1 ns > 0.99
## 4 0.713 1 ns > 0.99
## 5 0.709 1 ns > 0.99
t_test_female_repeated
## group2 asterisk_time treatment .y. group1 n1 n2 statistic df
## 1 t10to15 12.5 Control mean_P1_transformed t0to5 9 9 1.48 8
## 2 t15to20 17.5 Control mean_P1_transformed t0to5 9 9 2.96 8
## 3 t20to25 22.5 Control mean_P1_transformed t0to5 9 9 2.55 8
## 4 t25to30 27.5 Control mean_P1_transformed t0to5 9 9 2.11 8
## 5 t5to10 7.5 Control mean_P1_transformed t0to5 9 9 -0.22 8
## p p.adj p.adj.signif p_string significance_stars
## 1 0.178 0.356 ns 0.36
## 2 0.018 0.091 ns 0.091
## 3 0.034 0.136 ns 0.14
## 4 0.068 0.204 ns 0.20
## 5 0.829 0.829 ns 0.83
Summary Plots (use PRUNED data, for visual ease, but t-tests are done with the SUMMARY data) ### summary plots Naive FEMALE Summary:
naive_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 1,
plot_treatment = "Control",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "female",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_female_naive,
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none")
naive_summary_plot
# saving as png to figure folder
# ggsave(naive_summary_plot, path = here("Figures"), file = "naive_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
Naive MALE Summary:
male_naive_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 1,
plot_treatment = "Control",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "male",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_male_naive,
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none")
male_naive_summary_plot
# ggsave(male_naive_summary_plot, path = here("Figures"), file = "male_naive_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
Acute FEMALE Summary:
acute_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 2,
plot_treatment = "Control",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "female",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_female_acute, # proper t-test
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in
acute_summary_plot
# saving as png to figure folder
# ggsave(acute_summary_plot, path = here("Figures"), file = "acute_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
FEMALE TREATMENT 1 COMBINED
female_treatment1_plot <- pruned_eEPSC_df$all_cells %>%
filter(sex == "Female" & category %in% c(1,2) & treatment == "Control") %>%
ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = category)) +
geom_pointrange(size = 0.9, shape = 16) +
ylim(0,230) +
labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
geom_hline(yintercept = 100, linetype = "dashed") +
scale_colour_manual(values = c("lightgrey", "#f19cac"), labels = c("Naive, n = 10", "Acute, n = 8")) +
# add naive t-test
geom_text(
data = t_test_female_naive,
aes(
x = asterisk_time,
y = 50,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "lightgrey"
) +
# add acute t-test
geom_text(
data = t_test_female_acute,
aes(
x = asterisk_time,
y = 170,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "#eb647e"
) +
# add HFS text
annotate(
geom = "text",
x = 5,
y = 220,
label = "HFS",
size = 4,
hjust = 0.5
) +
# add arrow
annotate(
geom = "segment",
x = 5,
y = 210,
xend = 5,
yend = 190,
arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
) +
patchclampplotteR_theme() +
theme(
legend.position = "inside",
legend.position.inside = c(0.025, 0.05),
legend.justification = c(0, 0)
)
female_treatment1_plot
# ggsave(female_treatment1_plot, path = here("Figures"), file = "female_treatment1_plot.png", width = 7, height = 5, units = "in", dpi = 300)
female_stress_plot <- pruned_eEPSC_df$all_cells %>%
filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control","AM251")) %>%
ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = interaction(category, treatment))) +
geom_pointrange(size = 0.9, shape = 16) +
ylim(0,230) +
labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
geom_hline(yintercept = 100, linetype = "dashed") +
scale_colour_manual(values = c("#FFADFF", "#f5e0b3", "#f19cac", "#6497b1"), labels = c("Acute with AM25", "Naive", "Acute", "Repeated")) +
# add acute t-test
geom_text(
data = t_test_female_acute,
aes(
x = asterisk_time,
y = 170,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "#eb647e"
) +
# add HFS text
annotate(
geom = "text",
x = 5,
y = 220,
label = "HFS",
size = 4,
hjust = 0.5
) +
# add arrow
annotate(
geom = "segment",
x = 5,
y = 210,
xend = 5,
yend = 190,
arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
) +
patchclampplotteR_theme() +
theme(
legend.position = "right",
#legend.position.inside = c(0.025, 0.05),
#legend.justification = c(0, 0)
)
female_stress_plot
# ggsave(female_stress_plot, path = here("Figures"), file = "female_stress_plot.png", width = 7, height = 5, units = "in", dpi = 300)
female_control_stress_plot <- pruned_eEPSC_df$all_cells %>%
filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control")) %>%
ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = interaction(category, treatment))) +
geom_pointrange(size = 0.9, shape = 16) +
ylim(0,230) +
labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
geom_hline(yintercept = 100, linetype = "dashed") +
scale_colour_manual(values = c("#f5e0b3", "#f19cac", "#6497b1"), labels = c("Naive", "Acute", "Repeated")) +
# add acute t-test
geom_text(
data = t_test_female_acute,
aes(
x = asterisk_time,
y = 170,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "#eb647e"
) +
# add HFS text
annotate(
geom = "text",
x = 5,
y = 220,
label = "HFS",
size = 4,
hjust = 0.5
) +
# add arrow
annotate(
geom = "segment",
x = 5,
y = 210,
xend = 5,
yend = 190,
arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
) +
patchclampplotteR_theme() +
theme(
legend.position = "right",
#legend.position.inside = c(0.025, 0.05),
#legend.justification = c(0, 0)
)
female_control_stress_plot
# ggsave(female_control_stress_plot, path = here("Figures"), file = "female_control_stress_plot.png", width = 7, height = 5, units = "in", dpi = 300)
female_acute_stress_plot <- pruned_eEPSC_df$all_cells %>%
filter(sex == "Female" & category %in% c(1,2) & treatment %in% c("Control","AM251")) %>%
ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = interaction(category, treatment))) +
geom_pointrange(size = 0.9, shape = 16) +
ylim(0,230) +
labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
geom_hline(yintercept = 100, linetype = "dashed") +
scale_colour_manual(values = c("#FFADFF", "#f5e0b3", "#f19cac"), labels = c("Acute with AM25", "Naive", "Acute")) +
# add acute t-test
geom_text(
data = t_test_female_acute,
aes(
x = asterisk_time,
y = 170,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "#eb647e"
) +
# add HFS text
annotate(
geom = "text",
x = 5,
y = 220,
label = "HFS",
size = 4,
hjust = 0.5
) +
# add arrow
annotate(
geom = "segment",
x = 5,
y = 210,
xend = 5,
yend = 190,
arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
) +
patchclampplotteR_theme() +
theme(
legend.position = "right",
#legend.position.inside = c(0.025, 0.05),
#legend.justification = c(0, 0)
)
female_acute_stress_plot
# ggsave(female_acute_stress_plot, path = here("Figures"), file = "female_acute_stress_plot.png", width = 7, height = 5, units = "in", dpi = 300)
MALE TREATMENT 1 COMBINED
male_treatment1_plot <- pruned_eEPSC_df$all_cells %>%
filter(sex == "Male" & category %in% c(1,2) & treatment == "Control") %>%
ggplot(aes(x = time, y = mean_P1_all_cells, ymin = mean_P1_all_cells - se_P1_all_cells, ymax = mean_P1_all_cells + se_P1_all_cells, colour = category)) +
geom_pointrange(size = 0.9, shape = 17) +
ylim(0,230) +
labs(x = "Time (min)", y = "eEPSC Amplitude (% Baseline)", colour = NULL) + # NULL for legend heading
geom_hline(yintercept = 100, linetype = "dashed") +
scale_colour_manual(values = c("lightgrey", "#f19cac"), labels = c("Naive, n = 13", "Acute, n = 8")) +
# add naive t-test
geom_text(
data = t_test_male_naive,
aes(x = asterisk_time,
y = 170,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "grey"
) +
# add acute t-test
geom_text(
data = t_test_male_acute,
aes(
x = asterisk_time,
y = 50,
label = significance_stars
),
inherit.aes = FALSE,
size = 8,
colour = "#eb647e"
) +
# add HFS text
annotate(
geom = "text",
x = 5,
y = 220,
label = "HFS",
size = 4,
hjust = 0.5
) +
# add arrow
annotate(
geom = "segment",
x = 5,
y = 210,
xend = 5,
yend = 190,
arrow = grid::arrow(type = "closed", length = grid::unit(0.02, "npc"))
) +
patchclampplotteR_theme() +
theme(
legend.position = "inside",
legend.position.inside = c(0.025, 0.05),
legend.justification = c(0, 0)
)
male_treatment1_plot
# ggsave(male_treatment1_plot, path = here("Figures"), file = "male_treatment1_plot.png", width = 7, height = 5, units = "in", dpi = 300)
Acute FEMALE Summary with AM251:
am251_acute_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 2,
plot_treatment = "AM251",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "female",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_female_acute_am251,
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in
am251_acute_summary_plot
# ggsave(am251_acute_summary_plot, path = here("Figures"), file = "am251_acute_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
REPEATED FEMALE Summary:
repeated_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 3,
plot_treatment = "Control",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "female",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_female_repeated,
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in
repeated_summary_plot
# ggsave(repeated_summary_plot, path = here("Figures"), file = "repeated_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
REPEATED MALE Summary:
male_repeated_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 3,
plot_treatment = "Control",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "male",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_female_repeated, # need own t-test but doesn't pass assumptions
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in
male_repeated_summary_plot
# ggsave(male_repeated_summary_plot, path = here("Figures"), file = "male_repeated_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
Acute MALE Summary:
male_acute_summary_plot <- plot_summary_current_data(
data = pruned_eEPSC_df$all_cells,
plot_category = 2,
plot_treatment = "Control",
current_type = "eEPSC",
y_variable = "amplitude",
hormone_added = "HFS",
hormone_or_HFS_start_time = 5,
included_sexes = "male",
include_representative_trace = "no",
representative_trace_filename = import_ext_data("Control-trace.png"),
y_axis_limit = 230,
signif_stars = "yes",
geom_signif_text_size = 8,
t_test_df = t_test_male_acute, # proper t-test
large_axis_text = "no",
legend_position = "inside",
shade_intervals = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
) #+ theme(legend.position = "none") keeping this hashed out keeps the n = # label in
male_acute_summary_plot
# ggsave(male_acute_summary_plot, path = here("Figures"), file = "male_acute_summary_plot.png", width = 7, height = 5, units = "in", dpi = 300)
# data
female_baseline_amp_plot <- summary_eEPSC_df$percent_change_data %>%
filter(sex == "Female" & category %in% c(1,2) & treatment %in% c("Control","AM251")) %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "2.AM251")
)) %>%
ggplot(aes(x = cat_treat, y = t0to5)) +
patchclampplotteR_theme() +
# axis labels
labs(x = NULL, y = "Baseline eEPSC Amplitude (pA)") +
patchclampplotteR_theme() +
# the boxes
geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)),
alpha = 0.6,
color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
outlier.shape = NA,
width = 0.5,
show.legend = FALSE) +
# the dots/scatter plot
geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)),
max_width = 0.2,
shape = 16,
size = 2,
show.legend = FALSE) +
# colours
scale_fill_manual(values = c("1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff")) +
scale_color_manual(values = c("1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84")) +
# x-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251")) +
# x-axis subtitles
#annotate("text", x = 1, y = -0.2, label = "n = 10", size = 4, hjust = 0.4) +
#annotate("text", x = 2, y = -0.2, label = "n = 8", size = 4, hjust = 0.5) +
#annotate("text", x = 3, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
# t-test
stat_compare_means(
method = "t.test",
test.arg = list(paired = FALSE),
label = "p.format", # p.signif does the stars, p.format shows the p-value
comparisons = list(c("1.Control", "2.Control"), c("1.Control", "2.AM251"), c("2.Control", "2.AM251")), # not sure if this is accurate...
textsize = 5
) +
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_amp_plot
# ggsave(female_baseline_amp_plot, path = here("Figures"), file = "female_baseline_amp_plot.png", width = 7, height = 5, units = "in", dpi = 300)
# data
female_baseline_control_amp_plot <- summary_eEPSC_df$percent_change_data %>%
filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control")) %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "3.Control")
)) %>%
ggplot(aes(x = cat_treat, y = t0to5)) +
patchclampplotteR_theme() +
# axis labels
labs(x = NULL, y = "Baseline eEPSC Amplitude (pA)") +
patchclampplotteR_theme() +
# the boxes
geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)),
alpha = 0.6,
color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
outlier.shape = NA,
width = 0.5,
show.legend = FALSE) +
# the dots/scatter plot
geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)),
max_width = 0.2,
shape = 16,
size = 2,
show.legend = FALSE) +
# colours
scale_fill_manual(values = c("1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"3.Control" = "#6497b1")) +
scale_color_manual(values = c("1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"3.Control" = "#005b96")) +
# x-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Repeated")) +
# t-test
stat_compare_means(
method = "t.test",
test.arg = list(paired = FALSE),
label = "p.format", # p.signif does the stars, p.format shows the p-value
comparisons = list(c("1.Control", "2.Control"), c("1.Control", "3.Control"), c("2.Control", "3.Control")),
textsize = 5
) +
scale_y_continuous(expand = expansion(mult = c(0.2, 0.2))) +
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_control_amp_plot
# ggsave(female_baseline_control_amp_plot, path = here("Figures"), file = "female_baseline_control_amp_plot.png", width = 7, height = 5, units = "in", dpi = 300)
eEPSC amplitude after the HFS (25-30 min) ## post HFS eEPSC
# data
female_HFS_amp_plot <- summary_eEPSC_df$percent_change_data %>%
filter(sex == "Female" & category %in% c(1,2) & treatment %in% c("Control","AM251")) %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "2.AM251")
)) %>%
ggplot(aes(x = cat_treat, y = t25to30)) +
patchclampplotteR_theme() +
# axis labels
labs(x = NULL, y = "FINAL eEPSC Amplitude (pA)") +
patchclampplotteR_theme() +
# the boxes
geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)),
alpha = 0.6,
color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
outlier.shape = NA,
width = 0.5,
show.legend = FALSE) +
# the dots/scatter plot
geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)),
max_width = 0.2,
shape = 16,
size = 2,
show.legend = FALSE) +
# mean as a point
#stat_summary(fun = mean, geom = "point",
#shape = 16, size = 4, color = "black") +
# colours
scale_fill_manual(values = c("1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff")) +
scale_color_manual(values = c("1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84")) +
# x-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251")) +
# x-axis subtitles
#annotate("text", x = 1, y = -0.2, label = "n = 10", size = 4, hjust = 0.4) +
#annotate("text", x = 2, y = -0.2, label = "n = 8", size = 4, hjust = 0.5) +
#annotate("text", x = 3, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
# t-test
stat_compare_means(
method = "t.test",
test.arg = list(paired = FALSE),
label = "p.format", # p.signif does the stars, p.format shows the p-value
comparisons = list(c("1.Control", "2.Control"), c("1.Control", "2.AM251"), c("2.AM251", "2.Control")),
textsize = 5
) +
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_HFS_amp_plot
Make PPR Dataset
PPR_df <- make_PPR_data(
data = normalized_raw_eEPSC_df,
include_all_treatments = "yes",
list_of_treatments = NULL,
PPR_min = 0,
PPR_max = 5,
baseline_interval = "t0to5",
treatment_colour_theme = my_theme_colours
)
PPR_df
## # A tibble: 8,304 × 25
## # Groups: letter [71]
## letter ID P1 P2 time cell sex X Y age animal synapses
## <fct> <fct> <dbl> <dbl> <dbl> <chr> <fct> <dbl> <dbl> <dbl> <dbl> <fct>
## 1 RMA3 2025_… 72.0 47.6 0 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 2 RMA3 2025_… 66.3 28.4 0.08 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 3 RMA3 2025_… 73.9 44.0 0.17 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 4 RMA3 2025_… 78.4 18.0 0.25 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 5 RMA3 2025_… 41.1 19.8 0.33 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 6 RMA3 2025_… 43.2 33.4 0.42 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 7 RMA3 2025_… 33.6 45.2 0.5 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 8 RMA3 2025_… 59.1 43.8 0.58 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 9 RMA3 2025_… 64.4 35.1 0.67 2.1.2 Fema… 154. 559. 32 2 Glutama…
## 10 RMA3 2025_… 51.4 40.5 0.75 2.1.2 Fema… 154. 559. 32 2 Glutama…
## # ℹ 8,294 more rows
## # ℹ 13 more variables: treatment <fct>, category <fct>, R_a <chr>, notes <chr>,
## # days_alone <fct>, animal_or_slicing_problems <fct>, PPR <dbl>,
## # interval <fct>, baseline_range <lgl>, baseline_mean <dbl>,
## # P1_transformed <dbl>, P2_transformed <dbl>, state <chr>
female vs male acute PPR HFS
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "Control",
plot_category = 2,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
test_type = "t.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
# sig increase in the PPR after HFS
# higher PPR means lower probability of release
female vs male naive PPR HFS
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "Control",
plot_category = 1,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
test_type = "t.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
female vs male repeated PPR HFS
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "Control",
plot_category = 3,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
test_type = "t.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
testing assumptions for comparing PPR during baseline
PPR_plot_df <- PPR_df %>% # making the data frame so that we have mean PPR
filter(state == "Baseline") %>%
group_by(category, letter, treatment, sex) %>%
summarize(mean_PPR = mean(PPR),
n = n())
## `summarise()` has grouped output by 'category', 'letter', 'treatment'. You can
## override using the `.groups` argument.
shapiro.test(PPR_plot_df$mean_PPR) # testing assumptions using the mean PPR
##
## Shapiro-Wilk normality test
##
## data: PPR_plot_df$mean_PPR
## W = 0.98102, p-value = 0.3583
# p value is greater than 0.05, data is normal
# need to do bartlett's test ?
PPR FOR POSTER
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "Control",
plot_category = 2,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "female",
#facet_by_sex = "yes",
#left_sex = "Female",
test_type = "t.test",
map_signif_level_values = T,
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "Control",
plot_category = 1,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "female",
#facet_by_sex = "yes",
#left_sex = "Female",
test_type = "t.test",
map_signif_level_values = T,
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "AM251",
plot_category = 2,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "female",
#facet_by_sex = "yes",
#left_sex = "Female",
test_type = "t.test",
map_signif_level_values = T,
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
plot_PPR_data_single_treatment(
data = PPR_df,
plot_treatment = "Control",
plot_category = 3,
baseline_label = "Baseline",
post_hormone_label = "HFS",
included_sexes = "female",
#facet_by_sex = "yes",
#left_sex = "Female",
test_type = "t.test",
map_signif_level_values = T,
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
### PPR female plot
#1 facet labels
facet_labels <- c(
"1.Control.Female" = "Naive",
"2.Control.Female" = "Acute",
"2.AM251.Female" = "Acute with AM251",
"3.Control.Female" = "Repeated")
#2 making the data frame for individual cells
female_PPR_plot_df <- PPR_df %>%
filter(state %in% c("Baseline", "Post-modification")) %>%
filter(sex == "Female") %>%
mutate(
state = ifelse(state == "Post-modification", "HFS", state)) %>% # rename to HFS
mutate(facet_group = factor(interaction(category, treatment, sex),
levels = names(facet_labels))) %>%
group_by(letter, state, category, treatment, sex, facet_group) %>%
summarize(mean_PPR_cell = mean(PPR, na.rm = TRUE), .groups = "drop")
#3 plot
female_PPR_plot <- female_PPR_plot_df %>%
ggplot(aes(x = state, y = mean_PPR_cell)) +
# individual cells
geom_point(aes(shape = sex),size = 1, colour = "lightgrey") +
geom_line(aes(group = letter), colour = "lightgrey", alpha = 0.9) +
# group mean
stat_summary(aes(group = 1, colour = interaction(category, treatment)),
fun.data = mean_se,
geom = "line",
linewidth = 1.2) +
stat_summary(aes(group = 1,shape = sex,colour = interaction(category, treatment)),
fun.data = mean_se,
geom = "point",
size = 2.5
) +
# colours and shapes
scale_colour_manual(values = c(
"1.Control" = "#f5e0b3", # or "darkgrey"
"2.Control" = "#f19cac",
"2.AM251" = "#FFADFF",
"3.Control" = "#6497b1"
)) +
scale_shape_manual(values = c("Female" = 16, "Male" = 17)) +
# facet with labels and order
facet_wrap(~ facet_group, labeller = as_labeller(facet_labels), nrow = 1) + # nrow = 1 makes it all on one line
# add significance brackets
geom_signif(
comparisons = list(c("Baseline", "HFS")),
test = "t.test",
test.args = list(paired = TRUE),
map_signif_level = function(p)
if (p <= 0.0001) {
return("****")
} else {
if (p <= 0.001) {
return("***")
} else {
if (p <= 0.01) {
return("**")
} else {
if (p <= 0.05) {
return("*")
} else {
if (p < 0.1 & p > 0.05) {
return(signif(p, 3))
} else {
return("ns")
}
}
}
}
}
, # or TRUE for stars, # FALSE for values
vjust = -0.3,
textsize = 5,
size = 0.5,
margin_top = 0.1,
extend_line = 0.03
) +
# expand y-axis so the brackets don't overlap with labels
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
# theme and titles
patchclampplotteR_theme() +
labs(x = NULL, y = "PPR", title = NULL) +
theme(legend.position = "none") # remove legend
female_PPR_plot
# ggsave(female_PPR_plot, path = here("Figures"), file = "female_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)
#1 facet labels
facet_labels <- c(
"1.Control.Female" = "Naive",
"2.Control.Female" = "Acute",
"2.AM251.Female" = "Acute with AM251")
#2 making the data frame for individual cells
female_acute_PPR_plot_df <- PPR_df %>%
filter(state %in% c("Baseline", "Post-modification")) %>%
filter(sex == "Female") %>%
filter(category != 3) %>% # excluding category 3 (repeated), could also use category %in% c(1,2)
mutate(
state = ifelse(state == "Post-modification", "HFS", state)) %>% # rename to HFS
mutate(facet_group = factor(interaction(category, treatment, sex),
levels = names(facet_labels))) %>%
group_by(letter, state, category, treatment, sex, facet_group) %>%
summarize(mean_PPR_cell = mean(PPR, na.rm = TRUE), .groups = "drop")
#3 plot
female_acute_PPR_plot <- female_acute_PPR_plot_df %>%
ggplot(aes(x = state, y = mean_PPR_cell)) +
# individual cells
geom_point(aes(shape = sex),size = 1, colour = "lightgrey") +
geom_line(aes(group = letter), colour = "lightgrey", alpha = 0.9) +
# group mean
stat_summary(aes(group = 1, colour = interaction(category, treatment)),
fun.data = mean_se,
geom = "line",
linewidth = 1.2) +
stat_summary(aes(group = 1,shape = sex,colour = interaction(category, treatment)),
fun.data = mean_se,
geom = "point",
size = 2.5
) +
# colours and shapes
scale_colour_manual(values = c(
"1.Control" = "#f5e0b3", # or "darkgrey"
"2.Control" = "#f19cac",
"2.AM251" = "#FFADFF"
)) +
scale_shape_manual(values = c("Female" = 16, "Male" = 17)) +
# facet with labels and order
facet_wrap(~ facet_group, labeller = as_labeller(facet_labels), nrow = 1) + # nrow = 1 makes it all on one line
# add significance brackets
geom_signif(
comparisons = list(c("Baseline", "HFS")),
test = "t.test",
test.args = list(paired = TRUE),
map_signif_level = function(p)
if (p <= 0.0001) {
return("****")
} else {
if (p <= 0.001) {
return("***")
} else {
if (p <= 0.01) {
return("**")
} else {
if (p <= 0.05) {
return("*")
} else {
if (p < 0.1 & p > 0.05) {
return(signif(p, 3))
} else {
return("ns")
}
}
}
}
}
, # or TRUE for stars, # FALSE for values
vjust = -0.3,
textsize = 5,
size = 0.5,
margin_top = 0.1,
extend_line = 0.03
) +
# expand y-axis so the brackets don't overlap with labels
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
# theme and titles
patchclampplotteR_theme() +
labs(x = NULL, y = "PPR", title = NULL) +
theme(legend.position = "none") # remove legend
female_acute_PPR_plot
#ggsave(female_acute_PPR_plot, path = here("Figures"), file = "female_acute_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)
#1 facet labels
facet_labels <- c(
"1.Control.Female" = "Female Naive",
"1.Control.Male" = "Male Naive",
"2.Control.Female" = "Female Acute",
"2.Control.Male" = "Male Acute",
"2.AM251.Female" = "Acute with AM251",
"3.Control.Female" = "Female Repeated",
"3.Control.Male" = "Male Repeated")
#2 making the data frame for individual cells
PPR_plot_df <- PPR_df %>%
filter(state %in% c("Baseline", "Post-modification")) %>%
mutate(
state = ifelse(state == "Post-modification", "HFS", state)) %>% # rename to HFS
mutate(facet_group = factor(interaction(category, treatment, sex),
levels = names(facet_labels))) %>%
group_by(letter, state, category, treatment, sex, facet_group) %>%
summarize(mean_PPR_cell = mean(PPR, na.rm = TRUE), .groups = "drop")
#3 plot
PPR_plot <- PPR_plot_df %>%
ggplot(aes(x = state, y = mean_PPR_cell)) +
# individual cells
geom_point(aes(shape = sex),size = 1, colour = "lightgrey") +
geom_line(aes(group = letter), colour = "lightgrey", alpha = 0.9) +
# group mean
stat_summary(aes(group = 1, colour = interaction(category, treatment)),
fun.data = mean_se,
geom = "line",
linewidth = 1.2) +
stat_summary(aes(group = 1,shape = sex,colour = interaction(category, treatment)),
fun.data = mean_se,
geom = "point",
size = 2.5
) +
# colours and shapes
scale_colour_manual(values = c(
"1.Control" = "#f5e0b3", # or "darkgrey"
"2.Control" = "#f19cac",
"2.AM251" = "#FFADFF",
"3.Control" = "#6497b1"
)) +
scale_shape_manual(values = c("Female" = 16, "Male" = 17)) +
# facet with labels and order
facet_wrap(~ facet_group, labeller = as_labeller(facet_labels), nrow = 2) +
# add significance brackets
geom_signif(
comparisons = list(c("Baseline", "HFS")),
test = "t.test",
test.args = list(paired = TRUE),
map_signif_level = function(p)
if (p <= 0.0001) {
return("****")
} else {
if (p <= 0.001) {
return("***")
} else {
if (p <= 0.01) {
return("**")
} else {
if (p <= 0.05) {
return("*")
} else {
if (p < 0.1 & p > 0.05) {
return(signif(p, 3))
} else {
return("ns")
}
}
}
}
}
, # or TRUE for stars, # FALSE for values
vjust = -0.3,
textsize = 5,
size = 0.5,
margin_top = 0.1,
extend_line = 0.03
) +
# expand y-axis so the brackets don't overlap with labels
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
# theme and titles
patchclampplotteR_theme() +
labs(x = NULL, y = "PPR", title = NULL) +
theme(legend.position = "none") # remove legend
PPR_plot
# data
female_baseline_PPR_plot <- PPR_plot_df %>%
filter(sex == "Female" &
category %in% c(1,2) &
treatment %in% c("Control","AM251") &
state=="Baseline") %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "2.AM251")
)) %>%
ggplot(aes(x = cat_treat, y = mean_PPR_cell)) +
# axis labels
labs(x = NULL, y = "Baseline Paired Pulse Ratio") +
patchclampplotteR_theme() +
theme(legend.position = "none") +
# the boxes
geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)),
alpha = 0.6,
color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
outlier.shape = NA,
width = 0.5,
show.legend = FALSE) +
# the dots/scatter plot
geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)),
max_width = 0.2,
shape = 16,
size = 2,
show.legend = FALSE) +
# mean as a point
# stat_summary(fun = mean, geom = "point",
# shape = 16, size = 4, color = "black") +
# colours
scale_fill_manual(values = c("1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff")) +
scale_color_manual(values = c("1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84")) +
# x-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251")) +
# x-axis subtitles
#annotate("text", x = 1, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
#annotate("text", x = 2, y = -0.2, label = "n = 8", size = 4, hjust = 0.5) +
#annotate("text", x = 3, y = -0.2, label = "n = 10", size = 4, hjust = 0.5) +
# t-test
stat_compare_means(
method = "t.test",
test.arg = list(paired = FALSE),
label = "p.format", # p.signif does the stars, p.format shows the p-value
comparisons = list(c("1.Control", "2.Control"), c("1.Control", "2.AM251")), # not sure if this is accurate...
textsize = 5
) +
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
patchclampplotteR_theme() +
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_PPR_plot
# ggsave(female_baseline_PPR_plot, path = here("Figures"), file = "female_baseline_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)
# data
female_baseline_control_PPR_plot <- PPR_plot_df %>%
filter(sex == "Female" &
category %in% c(1,2, 3) &
treatment %in% c("Control") &
state=="Baseline") %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "3.Control")
)) %>%
ggplot(aes(x = cat_treat, y = mean_PPR_cell)) +
# axis labels
labs(x = NULL, y = "Baseline Paired Pulse Ratio") +
patchclampplotteR_theme() +
theme(legend.position = "none") +
# the boxes
geom_boxplot(aes(fill = interaction(category, treatment), color = interaction(category, treatment)),
alpha = 0.6,
color = "black", # get rid of if want the dark colour to be the outline
# outlier.shape = NA stops the box plot from plotting outliers. BUT because the sina plot is a different layer, all outliers are still shown as dots from that.
outlier.shape = NA,
width = 0.5,
show.legend = FALSE) +
# the dots/scatter plot
geom_sina(aes(x = interaction(category, treatment), color = interaction(category, treatment)),
max_width = 0.2,
shape = 16,
size = 2,
show.legend = FALSE) +
# mean as a point
# stat_summary(fun = mean, geom = "point",
# shape = 16, size = 4, color = "black") +
# colours
scale_fill_manual(values = c("1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"3.Control" = "#6497b1")) +
scale_color_manual(values = c("1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"3.Control" = "#005b96")) +
# x-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Repeated")) +
# t-test
stat_compare_means(
method = "t.test",
test.arg = list(paired = FALSE),
label = "p.format", # p.signif does the stars, p.format shows the p-value
comparisons = list(c("1.Control", "2.Control"), c("1.Control", "3.Control"), c("2.Control", "3.Control")),
textsize = 5
) +
scale_y_continuous(expand = expansion(mult = c(0.2, .2))) +
patchclampplotteR_theme() +
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(x = interaction(category, treatment), color =
## interaction(category, : Ignoring unknown parameters: `max_width`
female_baseline_control_PPR_plot
# ggsave(female_baseline_control_PPR_plot, path = here("Figures"), file = "female_baseline_control_PPR_plot.png", width = 7, height = 5, units = "in", dpi = 300)
AP Frequencies for Multiple Treatments
plot_AP_frequencies_multiple_treatments(
data = AP_count_data,
include_all_treatments = "no",
list_of_treatments = c("Control", "AM251"),
plot_category = 2,
included_sexes = "female",
treatment_colour_theme = my_theme_colours
)
## `geom_smooth()` using method = 'loess' and formula = 'y ~ x'
plot_AP_frequencies_single_treatment(
data = AP_count_data, #
plot_treatment = "Control",
plot_category = 2, # Acute with only picro
included_sexes = "female",
baseline_label = "Baseline",
hormone_added = "HFS",
significance_display_method = "stars", # could be "p-values" or "stars"
treatment_colour_theme = my_theme_colours,
large_axis_text = "no",
test_type = "wilcox.test", # need to test assumptions
theme_options = my_theme_options,
save_plot_png = "no"
)
plot_AP_frequencies_single_treatment(
data = AP_count_data,
plot_treatment = "AM251",
plot_category = 2,
included_sexes = "female",
baseline_label = "Baseline",
hormone_added = "HFS",
significance_display_method = "stars", # could be "p-values" or "stars"
treatment_colour_theme = my_theme_colours,
large_axis_text = "no",
test_type = "wilcox.test", # need to test assumptions, can be "wilcox.test", "t.test", or "none"
theme_options = my_theme_options,
save_plot_png = "no"
)
plot_AP_frequencies_single_treatment(
data = AP_count_data,
plot_treatment = "Control",
plot_category = 3,
included_sexes = "female",
baseline_label = "Baseline",
hormone_added = "HFS",
significance_display_method = "stars", # could be "p-values" or "stars"
treatment_colour_theme = my_theme_colours,
large_axis_text = "no",
test_type = "none", # need to test assumptions, can be "wilcox.test", "t.test", or "none"
theme_options = my_theme_options,
save_plot_png = "no"
)
AP Amplitude: Acute Females
plot_AP_comparison(
AP_data,
plot_treatment = "Control",
plot_category = 2,
included_sexes = "female",
facet_by_sex = "no",
left_sex = "Female",
y_variable = "peak_amplitude",
y_axis_title = "Peak Amplitude (pA)",
theme_options = my_theme_options,
baseline_label = "Baseline",
test_type = "wilcox.test",
post_hormone_label = "HFS",
treatment_colour_theme = my_theme_colours,
save_plot_png = "no"
)
AP Amplitude: Acute Females with AM251
plot_AP_comparison(
AP_data,
plot_treatment = "AM251",
plot_category = 2,
included_sexes = "female",
facet_by_sex = "no",
left_sex = "Female",
y_variable = "peak_amplitude",
y_axis_title = "Peak Amplitude (pA)",
theme_options = my_theme_options,
baseline_label = "Baseline",
test_type = "wilcox.test",
post_hormone_label = "HFS",
treatment_colour_theme = my_theme_colours,
save_plot_png = "no"
)
AP Amplitude: Repeated Females
plot_AP_comparison(
AP_data,
plot_treatment = "Control",
plot_category = 3,
included_sexes = "female",
facet_by_sex = "no",
left_sex = "Female",
y_variable = "peak_amplitude",
y_axis_title = "Peak Amplitude (pA)",
theme_options = my_theme_options,
baseline_label = "Baseline",
test_type = "wilcox.test",
post_hormone_label = "HFS",
treatment_colour_theme = my_theme_colours,
save_plot_png = "no"
)
Creating Variance dataset for variance analysis (category 2)
variance_2_df <- make_variance_data(
data = summary_eEPSC_df$summary_data,
df_category = 2,
include_all_treatments = "yes",
list_of_treatments = NULL,
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
variance_2_df
## # A tibble: 52 × 25
## # Groups: treatment, state, sex [6]
## category letter sex treatment interval mean_P1_transformed mean_P1_raw
## <fct> <fct> <fct> <fct> <fct> <dbl> <dbl>
## 1 2 RMA1 Female Control t0to5 100 93.2
## 2 2 RMA1 Female Control t25to30 55.1 51.4
## 3 2 RMA10 Female Control t0to5 100 50.3
## 4 2 RMA10 Female Control t25to30 93.6 47.0
## 5 2 RMA10A Female AM251 t0to5 100 29.9
## 6 2 RMA10A Female AM251 t25to30 103. 30.9
## 7 2 RMA1A Female AM251 t0to5 100 50.9
## 8 2 RMA1A Female AM251 t25to30 17.8 9.05
## 9 2 RMA2 Female Control t0to5 100 59.6
## 10 2 RMA2 Female Control t25to30 20.8 12.4
## # ℹ 42 more rows
## # ℹ 18 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## # cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## # animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## # days_alone <fct>, animal_or_slicing_problems <fct>, state <chr>,
## # mean_cv_inverse_square <dbl>, mean_VMR <dbl>
# VARIANCE
# The strength of synaptic transmission onto a neuron depends on the number of functional vesicle release sites (N), the probability of vesicle release (Pr), and the quantal size (Q)
# 1/CV2 depends on N and Pr, but not on Q
# VMR depends on Pr and Q, but not on N
variance_1_df <- make_variance_data(
data = summary_eEPSC_df$summary_data,
df_category = 1,
include_all_treatments = "yes",
list_of_treatments = NULL,
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
variance_1_df
## # A tibble: 46 × 25
## # Groups: treatment, state, sex [4]
## category letter sex treatment interval mean_P1_transformed mean_P1_raw
## <fct> <fct> <fct> <fct> <fct> <dbl> <dbl>
## 1 1 LS1 Female Control t0to5 100 27.1
## 2 1 LS1 Female Control t25to30 118. 32
## 3 1 LS10 Female Control t0to5 100 53.3
## 4 1 LS10 Female Control t25to30 79.8 42.5
## 5 1 LS2 Female Control t0to5 100 64.4
## 6 1 LS2 Female Control t25to30 130. 83.7
## 7 1 LS3 Female Control t0to5 100 77.8
## 8 1 LS3 Female Control t25to30 97.2 75.7
## 9 1 LS4 Female Control t0to5 100 27.4
## 10 1 LS4 Female Control t25to30 79.8 21.9
## # ℹ 36 more rows
## # ℹ 18 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## # cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## # animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## # days_alone <fct>, animal_or_slicing_problems <fct>, state <chr>,
## # mean_cv_inverse_square <dbl>, mean_VMR <dbl>
variance_3_df <- make_variance_data(
data = summary_eEPSC_df$summary_data,
df_category = 3,
include_all_treatments = "yes",
list_of_treatments = NULL,
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
treatment_colour_theme = my_theme_colours,
save_output_as_RDS = "no"
)
variance_3_df
## # A tibble: 44 × 25
## # Groups: treatment, state, sex [4]
## category letter sex treatment interval mean_P1_transformed mean_P1_raw
## <fct> <fct> <fct> <fct> <fct> <dbl> <dbl>
## 1 3 MR1 Male Control t0to5 100 64.9
## 2 3 MR1 Male Control t25to30 2.44 1.58
## 3 3 MR10 Male Control t0to5 100 35.3
## 4 3 MR10 Male Control t25to30 108. 38.0
## 5 3 MR11 Male Control t0to5 100 182.
## 6 3 MR11 Male Control t25to30 85.7 156.
## 7 3 MR12 Male Control t0to5 100 72.5
## 8 3 MR12 Male Control t25to30 102. 74.0
## 9 3 MR13 Male Control t0to5 100 36.2
## 10 3 MR13 Male Control t25to30 103. 37.2
## # ℹ 34 more rows
## # ℹ 18 more variables: n <dbl>, sd <dbl>, cv <dbl>, se <dbl>,
## # cv_inverse_square <dbl>, variance <dbl>, VMR <dbl>, age <dbl>,
## # animal <dbl>, X <dbl>, Y <dbl>, time <dbl>, synapses <fct>,
## # days_alone <fct>, animal_or_slicing_problems <fct>, state <chr>,
## # mean_cv_inverse_square <dbl>, mean_VMR <dbl>
Variance Comparisons for ACUTE (Control)
cv_comparison_control_plot <- plot_variance_comparison_data(
data = variance_2_df,
plot_category = 2, # acute
plot_treatment = "Control", # only picro
variance_measure = "cv",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
vmr_comparison_control_plot <- plot_variance_comparison_data(
data = variance_2_df,
plot_category = 2, # acute
plot_treatment = "Control", # only picro
variance_measure = "VMR",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
cv_comparison_control_plot
vmr_comparison_control_plot
# With the almost significant decrease in VMR in males:
# if it was significant, since there is no change in 1/CV2, it would be a presynaptic change in Q
Variance Comparisons for ACUTE (AM251)
cv_comparison_AM251_plot <- plot_variance_comparison_data(
data = variance_2_df,
plot_category = 2, # acute
plot_treatment = "AM251",
variance_measure = "cv",
included_sexes = "female", # no male data
facet_by_sex = "no",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
vmr_comparison_AM251_plot <- plot_variance_comparison_data(
data = variance_2_df,
plot_category = 2, # acute
plot_treatment = "AM251",
variance_measure = "VMR",
included_sexes = "female", # no male data
facet_by_sex = "no",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
cv_comparison_AM251_plot
vmr_comparison_AM251_plot
# With the almost significant decrease in VMR in males:
# if it was significant, since there is no change in 1/CV2, it would be a presynaptic change in Q
Variance Comparisons for REPEATED (Control)
cv_comparison_repeated_plot <- plot_variance_comparison_data(
data = variance_3_df,
plot_category = 3, # repeated
plot_treatment = "Control",
variance_measure = "cv",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
vmr_comparison_repeated_plot <- plot_variance_comparison_data(
data = variance_3_df,
plot_category = 3, # repeated
plot_treatment = "Control",
variance_measure = "VMR",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options,
save_plot_png = "no"
)
cv_comparison_repeated_plot
vmr_comparison_repeated_plot
# RMR6 VMR after is the suddenly high one
# With the significant decrease in VMR in repeated males, since there is no change in 1/CV2, it is a presynaptic change in Q
Variance Comparisons for NAIVE
cv_comparison_naive_plot <- plot_variance_comparison_data(
data = variance_1_df,
plot_category = 1,
plot_treatment = "Control",
variance_measure = "cv",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options
)
vmr_comparison_naive_plot <- plot_variance_comparison_data(
data = variance_1_df,
plot_category = 1,
plot_treatment = "Control",
variance_measure = "VMR",
included_sexes = "both",
facet_by_sex = "yes",
left_sex = "Female",
baseline_interval = "t0to5",
post_hormone_interval = "t25to30",
post_hormone_label = "HFS",
test_type = "wilcox.test",
large_axis_text = "no",
treatment_colour_theme = my_theme_colours,
theme_options = my_theme_options
)
cv_comparison_naive_plot
vmr_comparison_naive_plot
# data frame
female_amp_df <- summary_eEPSC_df$percent_change_data %>%
filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control","AM251")) %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "2.AM251", "3.Control")
))
female_amp_df
## # A tibble: 37 × 19
## # Groups: category, treatment, letter [37]
## category letter sex treatment age animal X Y synapses days_alone
## <fct> <fct> <fct> <fct> <dbl> <dbl> <dbl> <dbl> <fct> <fct>
## 1 1 LS1 Female Control NA NA NA NA Glutama… <NA>
## 2 1 LS10 Female Control NA NA NA NA Glutama… <NA>
## 3 1 LS2 Female Control NA NA NA NA Glutama… <NA>
## 4 1 LS3 Female Control NA NA NA NA Glutama… <NA>
## 5 1 LS4 Female Control NA NA NA NA Glutama… <NA>
## 6 1 LS5 Female Control NA NA NA NA Glutama… <NA>
## 7 1 LS6 Female Control NA NA NA NA Glutama… <NA>
## 8 1 LS7 Female Control NA NA NA NA Glutama… <NA>
## 9 1 LS8 Female Control NA NA NA NA Glutama… <NA>
## 10 1 LS9 Female Control NA NA NA NA Glutama… <NA>
## # ℹ 27 more rows
## # ℹ 9 more variables: animal_or_slicing_problems <fct>, t0to5 <dbl>,
## # t5to10 <dbl>, t10to15 <dbl>, t15to20 <dbl>, t20to25 <dbl>, t25to30 <dbl>,
## # percent_change <dbl>, cat_treat <fct>
# assumptions
library(car)
## Loading required package: carData
##
## Attaching package: 'car'
## The following object is masked from 'package:dplyr':
##
## recode
leveneTest(t0to5 ~ cat_treat, data = female_amp_df)
## Levene's Test for Homogeneity of Variance (center = median)
## Df F value Pr(>F)
## group 3 0.9859 0.4113
## 33
# variances are homogeneous
# one-way ANOVA
female_baseline_amp_anova <- aov(t0to5 ~ cat_treat, data = female_amp_df)
summary(female_baseline_amp_anova)
## Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat 3 7810 2603 1.575 0.214
## Residuals 33 54540 1653
# residuals
female_baseline_amp_anova_residuals <- residuals(female_baseline_amp_anova)
# check normality of residuals
shapiro.test(female_baseline_amp_anova_residuals)
##
## Shapiro-Wilk normality test
##
## data: female_baseline_amp_anova_residuals
## W = 0.86419, p-value = 0.0003435
# not normal
hist(female_baseline_amp_anova_residuals, breaks = 10, main = "Residuals Histogram")
qqnorm(female_baseline_amp_anova_residuals)
qqline(female_baseline_amp_anova_residuals, col = "red")
# non-parametric Kruskal-Wallis
kruskal.test(t0to5 ~ cat_treat, data = female_amp_df)
##
## Kruskal-Wallis rank sum test
##
## data: t0to5 by cat_treat
## Kruskal-Wallis chi-squared = 5.4985, df = 3, p-value = 0.1387
library(ggplot2)
library(ggforce) # for geom_sina
library(ggpubr) # optional, for stat_compare_means
fill_colors <- c(
"1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff",
"3.Control" = "#6497b1"
)
line_colors <- c(
"1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84",
"3.Control" = "#005b96"
)
# Plot
female_baseline_amp_anova_plot <- ggplot(female_amp_df, aes(x = cat_treat, y = t0to5)) +
# theme
patchclampplotteR_theme() +
# Boxplots
geom_boxplot(aes(fill = cat_treat, color = cat_treat),
alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
# Sina (jittered) points
geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
# Colors
scale_fill_manual(values = fill_colors) +
scale_color_manual(values = line_colors) +
# X-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
# Axis labels
labs(x = NULL, y = "Baseline eEPSC Amplitude (pA)") +
# Remove legend
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_baseline_amp_anova_plot
# using same data frame as earlier, already know variances are homogeneous
# one-way ANOVA
female_HFS_amp_anova <- aov(t25to30 ~ cat_treat, data = female_amp_df)
summary(female_HFS_amp_anova)
## Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat 3 4464 1488 1.301 0.29
## Residuals 33 37738 1144
# residuals
female_HFS_amp_anova_residuals <- residuals(female_HFS_amp_anova)
# check normality of residuals
shapiro.test(female_HFS_amp_anova_residuals)
##
## Shapiro-Wilk normality test
##
## data: female_HFS_amp_anova_residuals
## W = 0.90324, p-value = 0.00363
# not normal
hist(female_HFS_amp_anova_residuals, breaks = 10, main = "Residuals Histogram")
qqnorm(female_HFS_amp_anova_residuals)
qqline(female_HFS_amp_anova_residuals, col = "red")
# non-parametric Kruskal-Wallis
kruskal.test(t25to30 ~ cat_treat, data = female_amp_df)
##
## Kruskal-Wallis rank sum test
##
## data: t25to30 by cat_treat
## Kruskal-Wallis chi-squared = 5.0988, df = 3, p-value = 0.1647
fill_colors <- c(
"1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff",
"3.Control" = "#6497b1"
)
line_colors <- c(
"1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84",
"3.Control" = "#005b96"
)
# Plot
female_HFS_amp_anova_plot <- ggplot(female_amp_df, aes(x = cat_treat, y = t25to30)) +
# theme
patchclampplotteR_theme() +
# Boxplots
geom_boxplot(aes(fill = cat_treat, color = cat_treat),
alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
# Sina (jittered) points
geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
# Colors
scale_fill_manual(values = fill_colors) +
scale_color_manual(values = line_colors) +
# X-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
# Axis labels
labs(x = NULL, y = "Final eEPSC Amplitude (pA)") +
# Remove legend
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_HFS_amp_anova_plot
# data frame
female_PPR_df <- PPR_plot_df %>%
filter(sex == "Female" & category %in% c(1,2,3) & treatment %in% c("Control","AM251")) %>%
mutate(cat_treat = factor(
interaction(category, treatment),
levels = c("1.Control", "2.Control", "2.AM251", "3.Control")
))
female_PPR_df
## # A tibble: 74 × 8
## letter state category treatment sex facet_group mean_PPR_cell cat_treat
## <fct> <chr> <fct> <fct> <fct> <fct> <dbl> <fct>
## 1 LS1 Baseline 1 Control Female 1.Control.… 0.954 1.Control
## 2 LS1 HFS 1 Control Female 1.Control.… 0.761 1.Control
## 3 LS10 Baseline 1 Control Female 1.Control.… 0.291 1.Control
## 4 LS10 HFS 1 Control Female 1.Control.… 0.232 1.Control
## 5 LS2 Baseline 1 Control Female 1.Control.… 0.618 1.Control
## 6 LS2 HFS 1 Control Female 1.Control.… 0.771 1.Control
## 7 LS3 Baseline 1 Control Female 1.Control.… 0.702 1.Control
## 8 LS3 HFS 1 Control Female 1.Control.… 0.830 1.Control
## 9 LS4 Baseline 1 Control Female 1.Control.… 1.55 1.Control
## 10 LS4 HFS 1 Control Female 1.Control.… 1.01 1.Control
## # ℹ 64 more rows
# assumptions
library(car)
leveneTest(mean_PPR_cell ~ cat_treat, data = female_PPR_df)
## Levene's Test for Homogeneity of Variance (center = median)
## Df F value Pr(>F)
## group 3 2.6186 0.05761 .
## 70
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
# variances are homogeneous
# anova
female_baseline_PPR_anova <- aov(mean_PPR_cell ~ cat_treat, data = female_PPR_df %>% filter(state == "Baseline"))
summary(female_baseline_PPR_anova)
## Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat 3 0.475 0.1582 1.053 0.382
## Residuals 33 4.958 0.1502
# residuals
female_baseline_PPR_anova_residuals <- residuals(female_baseline_PPR_anova)
# check normality of residuals
shapiro.test(female_baseline_PPR_anova_residuals)
##
## Shapiro-Wilk normality test
##
## data: female_baseline_PPR_anova_residuals
## W = 0.97803, p-value = 0.663
hist(female_baseline_PPR_anova_residuals, breaks = 10, main = "Residuals Histogram")
qqnorm(female_baseline_PPR_anova_residuals)
qqline(female_baseline_PPR_anova_residuals, col = "red")
# NORMAL !!
fill_colors <- c(
"1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff",
"3.Control" = "#6497b1"
)
line_colors <- c(
"1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84",
"3.Control" = "#005b96"
)
df_baseline <- female_PPR_df %>% filter(state == "Baseline")
# Plot
female_baseline_PPR_anova_plot <- ggplot(df_baseline, aes(x = cat_treat, y = mean_PPR_cell)) +
# theme
patchclampplotteR_theme() +
# Boxplots
geom_boxplot(aes(fill = cat_treat, color = cat_treat),
alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
# Sina (jittered) points
geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
# Colors
scale_fill_manual(values = fill_colors) +
scale_color_manual(values = line_colors) +
# X-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
# Axis labels
labs(x = NULL, y = "Baseline Paired Pulse Ratio") +
stat_compare_means(method = "anova", label.y = max(df_baseline$mean_PPR_cell) + 0.5) +
# Remove legend
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_baseline_PPR_anova_plot
# using same data frame as earlier, already know variances are homogeneous
female_HFS_PPR_anova <- aov(mean_PPR_cell ~ cat_treat, data = female_PPR_df %>% filter(state == "HFS"))
summary(female_HFS_PPR_anova)
## Df Sum Sq Mean Sq F value Pr(>F)
## cat_treat 3 1.341 0.4471 1.9 0.149
## Residuals 33 7.764 0.2353
# residuals
female_HFS_PPR_anova_residuals <- residuals(female_HFS_PPR_anova)
# check normality of residuals
shapiro.test(female_HFS_PPR_anova_residuals)
##
## Shapiro-Wilk normality test
##
## data: female_HFS_PPR_anova_residuals
## W = 0.96936, p-value = 0.3914
hist(female_HFS_PPR_anova_residuals, breaks = 10, main = "Residuals Histogram")
qqnorm(female_HFS_PPR_anova_residuals)
qqline(female_HFS_PPR_anova_residuals, col = "red")
# NORMAL !!
fill_colors <- c(
"1.Control" = "#f5e0b3",
"2.Control" = "#f19cac",
"2.AM251" = "#ffadff",
"3.Control" = "#6497b1"
)
line_colors <- c(
"1.Control" = "#ecc479",
"2.Control" = "#eb647e",
"2.AM251" = "#c11c84",
"3.Control" = "#005b96"
)
df_HFS <- female_PPR_df %>% filter(state == "HFS")
# Plot
female_HFS_PPR_anova_plot <- ggplot(df_HFS, aes(x = cat_treat, y = mean_PPR_cell)) +
# theme
patchclampplotteR_theme() +
# Boxplots
geom_boxplot(aes(fill = cat_treat, color = cat_treat),
alpha = 0.6, outlier.shape = NA, width = 0.5, show.legend = FALSE) +
# Sina (jittered) points
geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, size = 2, show.legend = FALSE) +
# Colors
scale_fill_manual(values = fill_colors) +
scale_color_manual(values = line_colors) +
# X-axis labels
scale_x_discrete(labels = c("Naive", "Acute", "Acute with AM251", "Repeated")) +
# Axis labels
labs(x = NULL, y = "Final Paired Pulse Ratio") +
stat_compare_means(method = "anova", label.y = max(df_HFS$mean_PPR_cell) + 0.5) +
# Remove legend
guides(fill = "none", color = "none")
## Warning in geom_sina(aes(color = cat_treat), max_width = 0.2, shape = 16, :
## Ignoring unknown parameters: `max_width`
female_HFS_PPR_anova_plot
# convert to long
library(tidyr)
library(dplyr)
df_long <- summary_eEPSC_df$percent_change_data %>%
pivot_longer(
cols = c(t0to5, t5to10, t10to15, t15to20, t20to25, t25to30), # ONLY the time columns
names_to = "time", # new column for time window
values_to = "time_value" # new column for the corresponding value of that time window
) %>%
select(letter, category, sex, treatment, time, time_value, percent_change) %>%
mutate(
time = factor(time, levels = c("t0to5","t5to10","t10to15","t15to20","t20to25","t25to30"))
)
# filtering for each group individually